Lorenzo Bruzzone

643 papers B 4C 181Misc 1Journal 405Unranked 52
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dual-Branch ViT With Polarimetric Spatial Profile for PolSAR Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Nabajyoti Das, Swarnajyoti Patra, Lorenzo Bruzzone
2026 J jnl
REST: Holistic Learning for End-to-End Semantic Segmentation of Whole-Scene Remote Sensing Imagery.
IEEE Trans. Pattern Anal. Mach. Intell.
Wei Chen, Lorenzo Bruzzone, Bo Dang, Yuan Gao, Youming Deng, Jin-Gang Yu, Liangqi Yuan, Yansheng Li
2026 J jnl
Saliency-Guided Feature Mining Network for Multi-Scale Fine-Grained Scene Classification in Remote Sensing Image Archives.
IEEE Geosci. Remote. Sens. Lett.
Devika Revikumar, Akshara Preethy Byju, Lorenzo Bruzzone
2025 J jnl
A Convolutional Recurrent Bottleneck and Vertical Nonlocal Operations for the Weakly Supervised Semantic Segmentation of Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Jordy Dal Corso, Lorenzo Bruzzone
2025 J jnl
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data.
CoRR
Gianmarco Perantoni, Lorenzo Bruzzone
2025 J jnl
A Semantics-Aware Hierarchical Self-Supervised Approach to Classification of Remote Sensing Images.
CoRR
Giulio Weikmann, Gianmarco Perantoni, Lorenzo Bruzzone
2025 J jnl
A Spatial-Spectral-Frequency Interactive Network for Multimodal Remote Sensing Classification.
CoRR
Hao Liu, Yunhao Gao, Wei Li, Mingyang Zhang, Maoguo Gong, Lorenzo Bruzzone
2025 J jnl
A Spatially Aware Few-Shot Approach to Classification of Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Milkisa Yebasse, Lorenzo Bruzzone
2025 J jnl
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges.
CoRR
Lei Ding, Danfeng Hong, Maofan Zhao, Hongruixuan Chen, Chenyu Li, Jie Deng, Naoto Yokoya, Lorenzo Bruzzone, Jocelyn Chanussot
2025 J jnl
A class-driven hierarchical ResNet for classification of multispectral remote sensing images.
CoRR
Giulio Weikmann, Gianmarco Perantoni, Lorenzo Bruzzone
2025 J jnl
A deep multiple instance learning approach based on coarse labels for high-resolution land-cover mapping.
CoRR
Gianmarco Perantoni, Lorenzo Bruzzone
2025 J jnl
Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification.
CoRR
Chenying Liu, Gianmarco Perantoni, Lorenzo Bruzzone, Xiao Xiang Zhu
2025 J jnl
An Approach to Quick-Look Analysis of Radar Sounder Data Acquired in Planetary Missions.
IEEE Trans. Geosci. Remote. Sens.
Ludovica Maria Beati, Massimo Santoni, Marco Cortellazzi, Lorenzo Bruzzone
2025 J jnl
Balanced Diffusion-Guided Fusion for Multimodal Remote Sensing Classification.
CoRR
Hao Liu, Yongjie Zheng, Yuhan Kang, Mingyang Zhang, Maoguo Gong, Lorenzo Bruzzone
2025 J jnl
Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models.
CoRR
Gianmarco Perantoni, Giulio Weikmann, Lorenzo Bruzzone
2025 J jnl
CoMiX: Cross-Modal Fusion With Deformable Convolutions for HSI-X Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Xuming Zhang, Naoto Yokoya, Xingfa Gu, Qingjiu Tian, Lorenzo Bruzzone
2025 J jnl
Cross-Modality Adaptive Feature Fusion for Multitype and Multiscale Impact Craters Identification on Mars.
IEEE Trans. Geosci. Remote. Sens.
Chen Yang, Minghao Zhao, Lorenzo Bruzzone, Renchu Guan, Haishi Zhao
2025 J jnl
Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges.
Int. J. Appl. Earth Obs. Geoinformation
Daifeng Peng, Xuelian Liu, Yongjun Zhang, Haiyan Guan, Yansheng Li, Lorenzo Bruzzone
2025 J jnl
Detection of Bark Beetle Attacks using Hyperspectral PRISMA Data and Few-Shot Learning.
CoRR
Mattia Ferrari, Giancarlo Papitto, Giorgio Deligios, Lorenzo Bruzzone
2025 J jnl
Dictionary learning using novel multiscale context sensitive spectral features for classification of hyperspectral imagery.
Knowl. Based Syst.
Amos Bortiew, Swarnajyoti Patra, Lorenzo Bruzzone
2025 J jnl
High-Resolution Global Land Cover Maps and Their Assessment Strategies.
ISPRS Int. J. Geo Inf.
Qiongjie Xu, Vasil Yordanov, Lorenzo Bruzzone, Maria Antonia Brovelli
2025 J jnl
Hyperspectral data augmentation with transformer-based diffusion models.
CoRR
Mattia Ferrari, Lorenzo Bruzzone
2025 J jnl
PAdaptCD: Progressive Adaptive Thresholding and Bitemporal Image Augmentation for Semisupervised Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Linlin Wang, Junping Zhang, Dong Chen, Lorenzo Bruzzone
2025 J jnl
Recurrent Semantic Change Detection in VHR Remote Sensing Images Using Visual Foundation Models.
IEEE Trans. Geosci. Remote. Sens.
Jing Zhang, Lei Ding, Tingyuan Zhou, Jian Wang, Peter M. Atkinson, Lorenzo Bruzzone
2025 J jnl
S2C: Learning Noise-Resistant Differences for Unsupervised Change Detection in Multimodal Remote Sensing Images.
CoRR
Lei Ding, Xibing Zuo, Danfeng Hong, Haitao Guo, Jun Lu, Zhihui Gong, Lorenzo Bruzzone
2025 J jnl
SHIFT: Scribble-Driven Hybrid Iterative Feature Tracker for Multimodal Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone
2025 J jnl
Scribble-Guided Structural Regression Fusion for Multimodal Remote Sensing Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone
2025 J jnl
Stepwise Deep Feature Transfer Model for Martian Landform Mapping With Small Number of Labeled Samples.
IEEE Trans. Geosci. Remote. Sens.
Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, Huan Xie, Yongjiu Feng, Kecheng Du, Jie Zhang, Yonggang Xiong
2025 J jnl
Wavelet-Based Deep Generative Framework for Super Resolution of Low-Resolution Labeled Maps and Weak-Supervised Learning.
IEEE Trans. Geosci. Remote. Sens.
Abhishek Singh, Lorenzo Bruzzone
2024 J jnl
A Method for the Characterization of the Interior of Pits From Single Spaceborne SAR Images.
IEEE Geosci. Remote. Sens. Lett.
Leonardo Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro, Lorenzo Bruzzone
2024 J jnl
A Novel Approach to Incomplete Multimodal Learning for Remote Sensing Data Fusion.
IEEE Trans. Geosci. Remote. Sens.
Yuxing Chen, Maofan Zhao, Lorenzo Bruzzone
2024 C conf
A Spectrally Regulated Convolution-Based Network for Crop-Mapping with Hyperspectral Images.
IGARSS
Abhishek Singh, Giulio Weikmann, Lorenzo Bruzzone
2024 C conf
A Transformer-Enhanced Encoder-Decoder Network For Unsupervised Heterogeneous Remote Sensing Image Change Detection.
IGARSS
Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone
2024 J jnl
Adapting Segment Anything Model for Change Detection in VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Kun Zhu, Daifeng Peng, Hao Tang, Kuiwu Yang, Lorenzo Bruzzone
2024 J jnl
An Approach to Semantic Segmentation of Radar Sounder Data Based on Unsupervised Random Walks and User-Guided Label Propagation.
IEEE Trans. Geosci. Remote. Sens.
Jordy Dal Corso, Lorenzo Bruzzone
2024 C conf
Analysis of the Detectability of Lava Flow Formations on Venus by Subsurface Radar Sounding Simulations.
IGARSS
Ludovica Maria Beati, Marco Cortellazzi, Lorenzo Bruzzone
2024 J jnl
Assessing the Morphometry of Pit Craters on Venus From Orbital Synthetic Aperture Radar Data.
IEEE Trans. Geosci. Remote. Sens.
Leonardo Carrer, Elena Diana, Lorenzo Bruzzone
2024 C conf
Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models.
IGARSS
Gianmarco Perantoni, Giulio Weikmann, Lorenzo Bruzzone
2024 J jnl
Beyond Pixel-Level Annotation: Exploring Self-Supervised Learning for Change Detection With Image-Level Supervision.
IEEE Trans. Geosci. Remote. Sens.
Maofan Zhao, Xinli Hu, Linlin Zhang, Qingyan Meng, Yuxing Chen, Lorenzo Bruzzone
2024 J jnl
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation.
CoRR
Xuming Zhang, Xingfa Gu, Qingjiu Tian, Lorenzo Bruzzone
2024 J jnl
Component adaptive sparse representation for hyperspectral image classification.
Soft Comput.
Amos Bortiew, Swarnajyoti Patra, Lorenzo Bruzzone
2024 J jnl
Content-Guided Spatial-Spectral Integration Network for Change Detection in HR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yunlong Liu, Feng Zhang, Shanxin Zhang, Kai Zhang, Jiande Sun, Lorenzo Bruzzone
2024 C conf
Country-Scale Mapping of Forest Parameters Using Deep Learning and Tandem-X Insar Data.
IGARSS
Daniel Carcereri, Paola Rizzoli, Luca Dell'Amore, José-Luis Bueso-Bello, Dino Ienco, Lorenzo Bruzzone
2024 J jnl
CrossDiff: Exploring Self-SupervisedRepresentation of Pansharpening via Cross-Predictive Diffusion Model.
IEEE Trans. Image Process.
Yinghui Xing, Litao Qu, Shizhou Zhang, Kai Zhang, Yanning Zhang, Lorenzo Bruzzone
2024 J jnl
DRFormer: Learning Disentangled Representation for Pan-Sharpening via Mutual Information- Based Transformer.
IEEE Trans. Geosci. Remote. Sens.
Feng Zhang, Kai Zhang, Jiande Sun, Jian Wang, Lorenzo Bruzzone
2024 J jnl
Design and Verification of a Low-Cost Multispectral Camera for Precision Agriculture Application.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Marko Barjaktarovic, Massimo Santoni, Lorenzo Bruzzone
2024 C conf
Detecting Near-Surface Melt-Water and Basal Ice-Water Interfaces by VHF Radar Sounder Data.
IGARSS
Sanchari Thakur, Lorenzo Bruzzone
2024 J jnl
Dual-Branch CNN Incorporating Multiscale SVD Profile for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Nabajyoti Das, Amos Bortiew, Swarnajyoti Patra, Lorenzo Bruzzone
2024 J jnl
ELunarDTMNet: Efficient Reconstruction of High-Resolution Lunar DTM From Single-View Orbiter Images.
IEEE Trans. Geosci. Remote. Sens.
Hao Chen, Philipp Gläser, Xuanyu Hu, Konrad Willner, Yongjie Zheng, Friedrich Damme, Lorenzo Bruzzone, Jürgen Oberst
2024 J jnl
European AI and EO convergence via a novel community-driven framework for data-intensive innovation.
Future Gener. Comput. Syst.
Antonis Troumpoukis, Iraklis A. Klampanos, Despina-Athanasia Pantazi, Mohanad Albughdadi, Vasileios Baousis, Omar Barrilero, Alexandra Bojor, Pedro Branco, Lorenzo Bruzzone, Andreina Chietera, Philippe Fournand, Richard Hall, Michele Lazzarini, Adrian Luna, Alexandros Nousias, Christos Perentis, George Petrakis, Dharmen Punjani, David Röbl, George Stamoulis, Eleni Tsalapati, Indre Urbanaviciute, Giulio Weikmann, Xenia Ziouvelou, Marcin Ziólkowski, Manolis Koubarakis, Vangelis Karkaletsis
2024 C conf
Exploring the Detection of Bark Beetle Attacks in Norway Spruce Forests in Sentinel-1 Image Time Series.
IGARSS
Michele Dalponte, Riccardo Sassi, Damiano Gianelle, Lorenzo Bruzzone, Daniele Marinelli
2024 J jnl
Extended Semantic Edge-Aware Filtering Profile for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Kunal Pradhan, Swarnajyoti Patra, Lorenzo Bruzzone
2024 J jnl
Hybrid FusionNet: A Hybrid Feature Fusion Framework for Multisource High-Resolution Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yongjie Zheng, Sicong Liu, Hao Chen, Lorenzo Bruzzone
2024 J jnl
Joint Spatio-Temporal Modeling for Semantic Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Jing Zhang, Haitao Guo, Kai Zhang, Bing Liu, Lorenzo Bruzzone
2024 J jnl
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation.
CoRR
Xuming Zhang, Naoto Yokoya, Xingfa Gu, Qingjiu Tian, Lorenzo Bruzzone
2024 J jnl
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Xuming Zhang, Naoto Yokoya, Xingfa Gu, Qingjiu Tian, Lorenzo Bruzzone
2024 J jnl
Mapping and Analyzing the Spatiotemporal Patterns and Drivers of Multiple Ecosystem Services: A Case Study in the Yangtze and Yellow River Basins.
Remote. Sens.
Yuanhe Yu, Zhouxuan Xiao, Lorenzo Bruzzone, Huan Deng
2024 J jnl
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping.
IEEE Trans. Geosci. Remote. Sens.
Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, Kecheng Du, Jie Zhang, Xuanning Lu
2024 J jnl
MixCDNet: A Lightweight Change Detection Network Mixing Features Across CNN and Transformer.
IEEE Trans. Geosci. Remote. Sens.
Linlin Wang, Junping Zhang, Lorenzo Bruzzone
2024 J jnl
Multiannual Change Detection Using a Weakly Supervised 3-D CNN in HR SITS.
IEEE Geosci. Remote. Sens. Lett.
Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
2024 J jnl
Multiannual Change Detection in Long and Dense Satellite Image Time Series Based on Dynamic Time Warping.
IEEE Trans. Geosci. Remote. Sens.
Khatereh Meshkini, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2024 J jnl
Multiobjective Optimization of Radar Acquisition Parameters in Flyby Scenarios of Planetary Missions.
IEEE Geosci. Remote. Sens. Lett.
Alberto Frizzera, Massimo Santoni, Lorenzo Bruzzone
2024 J jnl
Multiscale Hierarchical Losses to Preserve Hidden-Layer Features for Unsupervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Luca Bergamasco, Francesca Bovolo, Lorenzo Bruzzone
2024 J jnl
On the Potential of Orbital VHF Sounding Radars to Locate Shallow Aquifers in Arid Areas Using Reflectometry.
IEEE Geosci. Remote. Sens. Lett.
Sanchari Thakur, Essam Heggy, Mark S. Haynes, Elizabeth M. Palmer, Lorenzo Bruzzone
2024 C conf
Radargrams as Sequences: A Method for The Semantic Segmentation of Radar Sounder Data.
IGARSS
Jordy Dal Corso, Lorenzo Bruzzone
2024 J jnl
Super-Resolution of Radargrams With a Generative Deep Learning Model.
IEEE Trans. Geosci. Remote. Sens.
Elena Donini, Lorenzo Bruzzone, Francesca Bovolo
2024 J jnl
Transfer-Aware Graph U-Net with Cross-Level Interactions for PolSAR Image Semantic Segmentation.
Remote. Sens.
Shijie Ren, Feng Zhou, Lorenzo Bruzzone
2024 J jnl
Unsupervised CD in Satellite Image Time Series by Contrastive Learning and Feature Tracking.
IEEE Trans. Geosci. Remote. Sens.
Yuxing Chen, Lorenzo Bruzzone
2023 J jnl
A Deep Learning Framework for the Estimation of Forest Height From Bistatic TanDEM-X Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Daniel Carcereri, Paola Rizzoli, Dino Ienco, Lorenzo Bruzzone
2023 J jnl
A Dictionary-Based Integrated Simulation Approach to Model Large- and Small-Scale Coherent Surface Scattering Phenomena in Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Elisa Sbalchiero, Marco Cortellazzi, Sanchari Thakur, Lorenzo Bruzzone
2023 J jnl
A Dual-Branch Deep Learning Architecture for Multisensor and Multitemporal Remote Sensing Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Luca Bergamasco, Francesca Bovolo, Lorenzo Bruzzone
2023 J jnl
A Lightweight Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xuming Zhang, Yuanchao Su, Lianru Gao, Lorenzo Bruzzone, Xingfa Gu, Qingjiu Tian
2023 C conf
A Multi-Feature Hyper-Temporal Change Vector Analysis Method for Change Detection in Multi-Annual Time Series of HR Satellite Images.
IGARSS
Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
2023 J jnl
A Novel Method for Hidden Natural Caves Characterization and Accessibility Assessment From Spaceborne VHR SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Leonardo Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro, Lorenzo Bruzzone
2023 J jnl
A Unified Two-Stage Spatial and Spectral Network With Few-Shot Learning for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Zhi Sheng, Feng Zhang, Jiande Sun, Yanyan Tan, Kai Zhang, Lorenzo Bruzzone
2023 J jnl
Active Learning for Hyperspectral Image Classification Using Kernel Sparse Representation Classifiers.
IEEE Geosci. Remote. Sens. Lett.
Amos Bortiew, Swarnajyoti Patra, Lorenzo Bruzzone
2023 J jnl
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images.
CoRR
Lei Ding, Kun Zhu, Daifeng Peng, Hao Tang, Kuiwu Yang, Lorenzo Bruzzone
2023 C conf
Advances in The Characterization of Caves From Spaceborne X-Band VHR Sar Images.
IGARSS
Leonardo Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro, Lorenzo Bruzzone
2023 J jnl
An Attention-Enhanced Feature Fusion Network (AeF
IEEE Geosci. Remote. Sens. Lett.
Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone
2023 J jnl
Analysis of Lava Tubes' Roughness and Radar Near-Nadir Regime Backscattering Properties.
IEEE Trans. Geosci. Remote. Sens.
Leonardo Carrer, Lorenzo Bruzzone
2023 J jnl
Automated Machine Learning Driven Stacked Ensemble Modeling for Forest Aboveground Biomass Prediction Using Multitemporal Sentinel-2 Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
2023 C conf
Bi-Directional Temporal Modelling for Semantic Change Detection in Remote Sensing Images.
IGARSS
Jing Zhang, Lei Ding, Lorenzo Bruzzone
2023 — conf
Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation.
BigDataService
Antonis Troumpoukis, Iraklis A. Klampanos, Despina-Athanasia Pantazi, Eleni Tsalapati, Mohanad Albughdadi, Mihai Alexe, Vasileios Baousis, Omar Barrilero, Bryce Billière, Alexandra Bojor, Pedro Branco, Lorenzo Bruzzone, Andreina Chietera, Philippe Fournand, Richard Hall, David Hassan, Michele Lazzarini, Adrian Luna, Dharmen Punjani, George Stamoulis, Giulio Weikmann, Marcin Ziólkowski, Xenia Ziouvelou, Manolis Koubarakis, Vangelis Karkaletsis
2023 J jnl
Cost-efficient information extraction from massive remote sensing data: When weakly supervised deep learning meets remote sensing big data.
Int. J. Appl. Earth Obs. Geoinformation
Yansheng Li, Xinwei Li, Yongjun Zhang, Daifeng Peng, Lorenzo Bruzzone
2023 C conf
Deep Learning for Unsupervised Denoising of Radar Sounder Data.
IGARSS
Elena Donini, Alessandro Zuech, Lorenzo Bruzzone, Francesca Bovolo
2023 B conf
ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning.
EDBT
Florian Appel, Heike Bach, Silke Migdall, Manolis Koubarakis, George Stamoulis, Dimitris Bilidas, Despina-Athanasia Pantazi, Lorenzo Bruzzone, Claudia Paris, Giulio Weikmann
2023 J jnl
Incomplete Multimodal Learning for Remote Sensing Data Fusion.
CoRR
Yuxing Chen, Maofan Zhao, Lorenzo Bruzzone
2023 J jnl
Lightweight Attention Network for Very High-Resolution Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Renchu Guan, Mingming Wang, Lorenzo Bruzzone, Haishi Zhao, Chen Yang
2023 J jnl
Local and Long-Range Collaborative Learning for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Maofan Zhao, Qingyan Meng, Linlin Zhang, Xinli Hu, Lorenzo Bruzzone
2023 J jnl
Multiyear Mapping of Water Demand at Crop Level: An End-to-End Workflow Based on High-Resolution Crop Type Maps and Meteorological Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Giulio Weikmann, Daniele Marinelli, Claudia Paris, Silke Migdall, Eva Gleisberg, Florian Appel, Heike Bach, Jim Dowling, Lorenzo Bruzzone
2023 J jnl
OBSUM: An object-based spatial unmixing model for spatiotemporal fusion of remote sensing images.
CoRR
Houcai Guo, Dingqi Ye, Lorenzo Bruzzone
2023 C conf
Potential of Deep Learning for Forest Height Estimation from Tandem-X Bistatic Insar Data.
IGARSS
Daniel Carcereri, Paola Rizzoli, Dino Ienco, Lorenzo Bruzzone
2023 C conf
Refining Land-Cover Weak Labels Using a Discrete Wavelet Transform Inspired Deep Adversarial Model.
IGARSS
Abhishek Singh, Lorenzo Bruzzone
2023 J jnl
Relation Changes Matter: Cross-Temporal Difference Transformer for Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Kai Zhang, Xue Zhao, Feng Zhang, Lei Ding, Jiande Sun, Lorenzo Bruzzone
2023 J jnl
SFFGL: A Semantic Feature Fused Global Learning Framework for Multiclass Change Detection in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Lifeng Wang, Junguo Zhang, Liguo Wang, Lorenzo Bruzzone
2023 J jnl
Spatial-Spectral Dual Back-Projection Network for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Kai Zhang, Anfei Wang, Feng Zhang, Wenbo Wan, Jiande Sun, Lorenzo Bruzzone
2023 C conf
Toward Open-World Semantic Segmentation of Remote Sensing Images.
IGARSS
Yuxing Chen, Lorenzo Bruzzone
2023 J jnl
Unsupervised CD in satellite image time series by contrastive learning and feature tracking.
CoRR
Yuxing Chen, Lorenzo Bruzzone
2023 J jnl
WIANet: A Wavelet-Inspired Attention-Based Convolution Neural Network for Land Cover Classification.
IEEE Geosci. Remote. Sens. Lett.
Abhishek Singh, Lorenzo Bruzzone
2023 J jnl
ZeRGAN: Zero-Reference GAN for Fusion of Multispectral and Panchromatic Images.
IEEE Trans. Neural Networks Learn. Syst.
Wenxiu Diao, Feng Zhang, Jiande Sun, Yinghui Xing, Kai Zhang, Lorenzo Bruzzone
2022 J jnl
A Bayesian Approach to Active Self-Paced Deep Learning for SAR Automatic Target Recognition.
IEEE Geosci. Remote. Sens. Lett.
Haohao Ren, Xuelian Yu, Lorenzo Bruzzone, Yukun Zhang, Lin Zou, Xuegang Wang
2022 J jnl
A CNN Ensemble Based on a Spectral Feature Refining Module for Hyperspectral Image Classification.
Remote. Sens.
Wei Yao, Cheng Lian, Lorenzo Bruzzone
2022 C conf
A Deep Learning Approach to Ship Detection and Characterization from Multiresolution Satellite SAR Images.
IGARSS
Sergio Povoli, Mauro di Donna, Flavia Macina, Corrado Avolio, Massimo Zavagli, Mario Costantini, Lorenzo Bruzzone
2022 J jnl
A Deep Learning Architecture for Semantic Segmentation of Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Elena Donini, Francesca Bovolo, Lorenzo Bruzzone
2022 C conf
A Method for Focusing Raw Simulated Radar Sounder Data.
IGARSS
Elisa Sbalchiero, Sanchari Thakur, Lorenzo Bruzzone
2022 J jnl
A Nonconvex Framework for Sparse Unmixing Incorporating the Group Structure of the Spectral Library.
IEEE Trans. Geosci. Remote. Sens.
Longfei Ren, Zheng Ma, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
A Novel Approach to the Detection and Imaging of Candidate Martian Subglacial Water Bodies by Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Leonardo Carrer, Lorenzo Bruzzone
2022 J jnl
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Gianmarco Perantoni, Lorenzo Bruzzone
2022 J jnl
A Range-Doppler Method for Focusing Radar Sounder Data Generated by Coherent Electromagnetic Simulators.
IEEE Trans. Geosci. Remote. Sens.
Elisa Sbalchiero, Sanchari Thakur, Lorenzo Bruzzone
2022 J jnl
A Scalable High-Performance Unsupervised System for Producing Large-Scale HR Land Cover Maps: The Italian Country Case Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Claudia Paris, Luca Gasparella, Lorenzo Bruzzone
2022 J jnl
A Self-Supervised Approach to Pixel-Level Change Detection in Bi-Temporal RS Images.
IEEE Trans. Geosci. Remote. Sens.
Yuxing Chen, Lorenzo Bruzzone
2022 J jnl
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Yongjie Zheng, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, Chao Wang
2022 C conf
A Sub-Pixel Convolution-Based Residual Network for Hyperspectral Image Change Detection.
IGARSS
Lifeng Wang, Liguo Wang, Lorenzo Bruzzone
2022 J jnl
A System for Burned Area Detection on Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Massimo Zanetti, Sudipan Saha, Daniele Marinelli, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
A Triangulation-Based Technique for Tree-Top Detection in Heterogeneous Forest Structures Using High Density LiDAR Data.
IEEE Geosci. Remote. Sens. Lett.
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2022 C conf
AN Approach Based on Contrastive Learning and Vector Quantization to the Unsupervised Land-Cover Segmentation of Multimodal Images.
IGARSS
Yuxing Chen, Lorenzo Bruzzone
2022 J jnl
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images.
IEEE Trans. Image Process.
Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Xiao Xiang Zhu, Lorenzo Bruzzone
2022 J jnl
An Approach Based on Deep Learning for Tree Species Classification in LiDAR Data Acquired in Mixed Forest.
IEEE Geosci. Remote. Sens. Lett.
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2022 J jnl
An Approach to the Assessment of Detectability of Subsurface Targets in Polar Ice From Satellite Radar Sounders.
IEEE Trans. Geosci. Remote. Sens.
Sanchari Thakur, Elena Donini, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
An Interactive Strategy for the Training Set Definition Based on Active Self-Paced Learning Implemented on a Cloud-Computing Platform.
IEEE Geosci. Remote. Sens. Lett.
Claudia Paris, Luca Orlandi, Lorenzo Bruzzone
2022 C conf
An Unsupervised Deep Learning Method for the Super-Resolution of Radar Sounder Data.
IGARSS
Elena Donini, Amar Kasibovic, Miguel Hoyo García, Lorenzo Bruzzone, Francesca Bovolo
2022 J jnl
An Unsupervised Fuzzy System for the Automatic Detection of Candidate Lava Tubes in Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Elena Donini, Leonardo Carrer, Christopher Gerekos, Lorenzo Bruzzone, Francesca Bovolo
2022 J jnl
Analysis of Earth's Ionosphere Effects on Englacial Layering Detectability in Spaceborne Radar Sounders Data.
IEEE Geosci. Remote. Sens. Lett.
Sanchari Thakur, Leonardo Carrer, Lorenzo Bruzzone
2022 C conf
Analysis of Surface Clutter for Subsurface Radar Sounding on Venus.
IGARSS
Sanchari Thakur, Elisa Nicolussi Paolaz, Elisa Sbalchiero, Lorenzo Bruzzone
2022 C conf
Asymmetric Collaborative Network: Transferable Lifelong Learning for Remote Sensing Images.
IGARSS
Jian Peng, Dingqi Ye, Lorenzo Bruzzone
2022 J jnl
Automatic Large-Scale Precise Mapping and Monitoring of Agricultural Fields at Country Level With Sentinel-2 SITS.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yady Tatiana Solano Correa, Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
Better Memorization, Better Recall: A Lifelong Learning Framework for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Dingqi Ye, Jian Peng, Haifeng Li, Lorenzo Bruzzone
2022 J jnl
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone
2022 J jnl
Change Detection in Image Time-Series Using Unsupervised LSTM.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2022 C conf
Clutter Discrimination by Estimation of Direction of Arrival in Spaceborne Distributed Radar Sounders.
IGARSS
Leonardo Carrer, Sanchari Thakur, Lorenzo Bruzzone
2022 J jnl
Clutter Reduction by Estimation of Echoes Direction of Arrival in Distributed Radar Sounders in Formation Flying.
IEEE Trans. Geosci. Remote. Sens.
Leonardo Carrer, Sanchari Thakur, Luca Sericati, Lorenzo Bruzzone
2022 J jnl
Conditioning Jovian Burst Signals for Passive Sounding Applications.
IEEE Trans. Geosci. Remote. Sens.
Thomas Maximillian Roberts, Andrew Romero-Wolf, Lorenzo Bruzzone, Leonardo Carrer, Sean T. Peters, Dustin M. Schroeder
2022 C conf
Data Augmentation Through Spectrally Controlled Adversarial Networks for Classification of Multispectral Remote Sensing Images.
IGARSS
Abhishek Singh, Lorenzo Bruzzone
2022 J jnl
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2022 J jnl
Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Lichao Mou, Yuansheng Hua, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2022 J jnl
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Francesca Bovolo, Lorenzo Bruzzone, Xiaohua Tong, Qian Du
2022 J jnl
Forest Change Detection in Lidar Data Based on Polar Change Vector Analysis.
IEEE Geosci. Remote. Sens. Lett.
Daniele Marinelli, Nicholas C. Coops, Douglas K. Bolton, Lorenzo Bruzzone
2022 J jnl
Full-Level Domain Adaptation for Building Extraction in Very-High-Resolution Optical Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Daifeng Peng, Haiyan Guan, Yufu Zang, Lorenzo Bruzzone
2022 J jnl
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hui Zhao, Sicong Liu, Qian Du, Lorenzo Bruzzone, Yongjie Zheng, Kecheng Du, Xiaohua Tong, Huan Xie, Xiaolong Ma
2022 J jnl
Generative Feature Extraction From Sentinel 1 and 2 Data for Prediction of Forest Aboveground Biomass in the Italian Alps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
2022 J jnl
Joint Spatio-Temporal Modeling for the Semantic Change Detection in Remote Sensing Images.
CoRR
Lei Ding, Jing Zhang, Kai Zhang, Haitao Guo, Bing Liu, Lorenzo Bruzzone
2022 C conf
Large Scale Forest Parameter Estimation Through a Deep Learning-Based Fusion of Sentinel-2 and Tandem-X Data.
IGARSS
Daniel Carcereri, Paola Rizzoli, Dino Ienco, José-Luis Bueso-Bello, Carolina González, Stefano Puliti, Lorenzo Bruzzone
2022 J jnl
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone
2022 J jnl
MP-ResNet: Multipath Residual Network for the Semantic Segmentation of High-Resolution PolSAR Images.
IEEE Geosci. Remote. Sens. Lett.
Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone
2022 J jnl
Mono- and Dual-Regulated Contractive-Expansive-Contractive Deep Convolutional Networks for Classification of Multispectral Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Abhishek Singh, Lorenzo Bruzzone
2022 J jnl
Multilayer Feature Fusion Network With Spatial Attention and Gated Mechanism for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Qingyan Meng, Maofan Zhao, Linlin Zhang, Wenxu Shi, Chen Su, Lorenzo Bruzzone
2022 J jnl
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Hui Zhao, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
2022 J jnl
RSCNet: A Residual Self-Calibrated Network for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Liguo Wang, Lifeng Wang, Qunming Wang, Lorenzo Bruzzone
2022 J jnl
SIGAN: Spectral Index Generative Adversarial Network for Data Augmentation in Multispectral Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Abhishek Singh, Lorenzo Bruzzone
2022 J jnl
SPCNet: A Subpixel Convolution-Based Change Detection Network for Hyperspectral Images With Different Spatial Resolutions.
IEEE Trans. Geosci. Remote. Sens.
Lifeng Wang, Liguo Wang, Heng Wang, Xiaoyi Wang, Lorenzo Bruzzone
2022 J jnl
Self-Supervised Change Detection in Multiview Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yuxing Chen, Lorenzo Bruzzone
2022 J jnl
Self-Supervised SAR-Optical Data Fusion of Sentinel-1/-2 Images.
IEEE Trans. Geosci. Remote. Sens.
Yuxing Chen, Lorenzo Bruzzone
2022 J jnl
Spatial and Spectral Extraction Network With Adaptive Feature Fusion for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Kai Zhang, Anfei Wang, Feng Zhang, Wenxiu Diao, Jiande Sun, Lorenzo Bruzzone
2022 C conf
Subsurface Cavities Characterization from X-Band VHR Spaceborne SAR Images.
IGARSS
Leonardo Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro, Lorenzo Bruzzone
2022 J jnl
Superpixel-Level Global and Local Similarity Graph-Based Clustering for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Haishi Zhao, Fengfeng Zhou, Lorenzo Bruzzone, Renchu Guan, Chen Yang
2022 J jnl
Supervised Multi-Scale Attention-Guided Ship Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jianming Hu, Xiyang Zhi, Shikai Jiang, Hao Tang, Wei Zhang, Lorenzo Bruzzone
2022 J jnl
Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features.
IEEE Trans. Geosci. Remote. Sens.
Luca Bergamasco, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2022 C conf
Unsupervised Multiclass Change Detection for Multimodal Remote Sensing Data.
IGARSS
Sanid Chirakkal, Francesca Bovolo, Arundhati Misra, Lorenzo Bruzzone, Avik Bhattacharya
2022 J jnl
Void-Volume-Based Stem Geometric Modeling and Branch-Knot Localization in Terrestrial Laser Scanning Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Aravind Harikumar, Xinlian Liang, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
A Crown Quantization-Based Approach to Tree-Species Classification Using High-Density Airborne Laser Scanning Data.
IEEE Trans. Geosci. Remote. Sens.
Aravind Harikumar, Claudia Paris, Francesca Bovolo, Lorenzo Bruzzone
2021 C conf
A Disentangled Variational Autoencoder for Prediction of Above Ground Biomass from Hyperspectral Data.
IGARSS
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
2021 C conf
A Fast and Robust Matching System for Multimodal Remote Sensing Image Registration.
IGARSS
Yuanxin Ye, Bai Zhu, Liang Zhou, Lorenzo Bruzzone
2021 J jnl
A General Framework for Change Detection Using Multimodal Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sanid Chirakkal, Francesca Bovolo, Arundhati Ray Misra, Lorenzo Bruzzone, Avik Bhattacharya
2021 J jnl
A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rocco Sedona, Claudia Paris, Gabriele Cavallaro, Lorenzo Bruzzone, Morris Riedel
2021 C conf
A Multisource Statistical Method to Downscale Snow Cover Fraction in Mountain Regions.
IGARSS
Valentina Premier, Carlo Marin, Claudia Notarnicola, Lorenzo Bruzzone
2021 J jnl
A Novel Approach Based on a Hierarchical Multiresolution Analysis of Optical Time Series to Reconstruct the Daily High-Resolution Snow Cover Area.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Valentina Premier, Carlo Marin, Stefan Steger, Claudia Notarnicola, Lorenzo Bruzzone
2021 J jnl
A Novel Approach to the Unsupervised Extraction of Reliable Training Samples From Thematic Products.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Lorenzo Bruzzone
2021 J jnl
ARU-Net: Reduction of Atmospheric Phase Screen in SAR Interferometry Using Attention-Based Deep Residual U-Net.
IEEE Trans. Geosci. Remote. Sens.
Yuxing Chen, Lorenzo Bruzzone, Liming Jiang, Qishi Sun
2021 J jnl
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images.
CoRR
Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Lorenzo Bruzzone
2021 C conf
An Approach Based on Low Resolution Land-Cover-Maps and Domain Adaptation to Define Representative Training Sets at Large Scale.
IGARSS
Iwona Podsiadlo, Claudia Paris, Lorenzo Bruzzone
2021 J jnl
An Approach to the Generation and Analysis of Databases of Simulated Radar Sounder Data for Performance Prediction and Target Interpretation.
IEEE Trans. Geosci. Remote. Sens.
Sanchari Thakur, Lorenzo Bruzzone
2021 C conf
An Unsupervised Change Detection Approach for Dense Satellite Image Time Series Using 3D CNN.
IGARSS
Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
2021 C conf
An Unsupervised Change Detection Technique Based on a Super-Resolution Convolutional Autoencoder.
IGARSS
Luca Bergamasco, Luca Martinatti, Francesca Bovolo, Lorenzo Bruzzone
2021 C conf
An Unsupervised Deep Learning Method for Subsurface Target Detection in Radar Sounder Data.
IGARSS
Elena Donini, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
Analysis of Temporal and Structural Characteristics of Jovian Radio Emissions for Passive Radar Sounding of Jupiter's Icy Moons.
IEEE Trans. Geosci. Remote. Sens.
Leonardo Carrer, Dustin M. Schroeder, Andrew Romero-Wolf, Paul A. Ries, Lorenzo Bruzzone
2021 J jnl
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Suvojit Manna, Tiecheng Song, Lorenzo Bruzzone
2021 J jnl
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images.
CoRR
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone
2021 J jnl
Building Change Detection in VHR SAR Images via Unsupervised Deep Transcoding.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
ClusterCNN: Clustering-Based Feature Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Wei Yao, Cheng Lian, Lorenzo Bruzzone
2021 J jnl
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification.
CoRR
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2021 J jnl
DiResNet: Direction-Aware Residual Network for Road Extraction in VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Lorenzo Bruzzone
2021 J jnl
Extended convolutional capsule network with application on SAR automatic target recognition.
Signal Process.
Haohao Ren, Xuelian Yu, Lin Zou, Yun Zhou, Xuegang Wang, Lorenzo Bruzzone
2021 J jnl
ExtremeEarth Meets Satellite Data From Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni, Despina-Athanasia Pantazi, George Stamoulis, Dimitris Bilidas, George Papadakis, Georgios M. Mandilaras, Manolis Koubarakis, Antonis Troumpoukis, Stasinos Konstantopoulos, Markus Muerth, Florian Appel, Andrew Fleming, Andreas Cziferszky
2021 J jnl
Inter-Comparison of Methods for Chlorophyll-a Retrieval: Sentinel-2 Time-Series Analysis in Italian Lakes.
Remote. Sens.
Milad Niroumand Jadidi, Francesca Bovolo, Lorenzo Bruzzone, Peter Gege
2021 J jnl
LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Hao Tang, Lorenzo Bruzzone
2021 J jnl
Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images.
CoRR
Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone
2021 J jnl
Mars Surface Imaging by Exploiting Off-Nadir Radar Sounding Data.
IEEE Trans. Geosci. Remote. Sens.
Leonardo Carrer, Federico Zancanella, Lorenzo Bruzzone
2021 J jnl
Prediction of Forest Aboveground Biomass Using Multitemporal Multispectral Remote Sensing Data.
Remote. Sens.
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
2021 J jnl
Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data.
CoRR
Devis Tuia, Claudio Persello, Lorenzo Bruzzone
2021 J jnl
Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain.
IEEE Trans. Geosci. Remote. Sens.
Akshara Preethy Byju, Gencer Sumbul, Begüm Demir, Lorenzo Bruzzone
2021 J jnl
Robust Registration of Multimodal Remote Sensing Images Based on Structural Similarity.
CoRR
Yuanxin Ye, Jie Shan, Lorenzo Bruzzone, Li Shen
2021 J jnl
SCDNET: A novel convolutional network for semantic change detection in high resolution optical remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation
Daifeng Peng, Lorenzo Bruzzone, Yongjun Zhang, Haiyan Guan, Pengfei He
2021 C conf
STRATUS: A new mission concept for monitoring the subsurface of polar and arid regions.
IGARSS
Lorenzo Bruzzone, Francesca Bovolo, Leonardo Carrer, Elena Donini, Sanchari Thakur
2021 C conf
Self-Supervised Change Detection by Fusing SAR and Optical Multi-Temporal Images.
IGARSS
Yuxing Chen, Lorenzo Bruzzone
2021 J jnl
SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Daifeng Peng, Lorenzo Bruzzone, Yongjun Zhang, Haiyan Guan, Haiyong Ding, Xu Huang
2021 J jnl
Semisupervised Change Detection Using Graph Convolutional Network.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Lichao Mou, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
Spectral-Spatial Genetic Algorithm-Based Unsupervised Band Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Haishi Zhao, Lorenzo Bruzzone, Renchu Guan, Fengfeng Zhou, Chen Yang
2021 J jnl
TimeSen2Crop: A Million Labeled Samples Dataset of Sentinel 2 Image Time Series for Crop-Type Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Giulio Weikmann, Claudia Paris, Lorenzo Bruzzone
2021 C conf
UWB MIMO Radars for Sounding and Imaging of Ice on the Earth and Other Celestial Bodies.
IGARSS
Sivaprasad Gogineni, Stephen Yan, Paul Song, John L. Volakis, D. Deshpande, Ivan Galkin, Jason M. Soderblom, Alexander Gerard Hayes, Bodo Reinisch, Robert H. Giles, Rohan Sood, Hua-Liang Zhang, David Braaten, Lorenzo Bruzzone, Satheesh Bojja Venkatakrishnan, R. Taylor
2021 J jnl
Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
Φ-Net: Deep Residual Learning for InSAR Parameters Estimation.
IEEE Trans. Geosci. Remote. Sens.
Francescopaolo Sica, Giorgia Gobbi, Paola Rizzoli, Lorenzo Bruzzone
2020 J jnl
A Coherent Method for Simulating Active and Passive Radar Sounding of the Jovian Icy Moons.
IEEE Trans. Geosci. Remote. Sens.
Christopher Gerekos, Lorenzo Bruzzone, Masafumi Imai
2020 J jnl
A Method for the Analysis of Small Crop Fields in Sentinel-2 Dense Time Series.
IEEE Trans. Geosci. Remote. Sens.
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone, Diego Fernández-Prieto
2020 C conf
A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning.
IGARSS
Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
A Novel Framework Based on Polarimetric Change Vectors for Unsupervised Multiclass Change Detection in Dual-Pol Intensity SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Davide Pirrone, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
A Novel Threshold Detection Technique for the Automatic Construction of Attribute Profiles in Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Arundhati Das, Kaushal Bhardwaj, Swarnajyoti Patra, Lorenzo Bruzzone
2020 J jnl
A Progressive Content-Based Image Retrieval in JPEG 2000 Compressed Remote Sensing Archives.
IEEE Trans. Geosci. Remote. Sens.
Akshara Preethy Byju, Begüm Demir, Lorenzo Bruzzone
2020 J jnl
A Single Model CNN for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
2020 J jnl
An Approach Based on Multiobjective Genetic Algorithms to Schedule Observations in Planetary Remote Sensing Missions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Stefano Paterna, Massimo Santoni, Lorenzo Bruzzone
2020 J jnl
An Approach to Unsupervised Detection of Fully and Partially Destroyed Buildings in Multitemporal VHR SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Davide Pirrone, Francesca Bovolo, Lorenzo Bruzzone
2020 C conf
An Automatic Planning and Scheduling Method Based on Multi-Objective Genetic Algorithms for Planetary Radar Sounder Observations.
IGARSS
Stefano Paterna, Massimo Santoni, Lorenzo Bruzzone
2020 J jnl
An Unsupervised Approach to Change Detection in Built-Up Areas by Multitemporal PolSAR Images.
IEEE Geosci. Remote. Sens. Lett.
Davide Pirrone, Shaunak De, Avik Bhattacharya, Lorenzo Bruzzone, Francesca Bovolo
2020 J jnl
DiResNet: Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images.
CoRR
Lei Ding, Lorenzo Bruzzone
2020 C conf
Envision Mission to Venus: Subsurface Radar Sounding.
IGARSS
Lorenzo Bruzzone, Francesca Bovolo, Sanchari Thakur, Leonardo Carrer, Elena Donini, Christopher Gerekos, Stefano Paterna, Massimo Santoni, Elisa Sbalchiero
2020 J jnl
Errata to "Performance Evaluation of Phase and Weather-Based Models in Atmospheric Correction With Sentinel-1Data: Corvara Landslide in the Alps".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mehdi Darvishi, Giovanni Cuozzo, Lorenzo Bruzzone, Faramarz Nilfouroushan
2020 — conf
GeoFedBench: A Benchmark for Federated GeoSPARQL Query Processors.
ISWC (Demos/Industry)
Antonis Troumpoukis, Stasinos Konstantopoulos, Giannis Mouchakis, Nefeli Prokopaki-Kostopoulou, Claudia Paris, Lorenzo Bruzzone, Despina-Athanasia Pantazi, Manolis Koubarakis
2020 J jnl
Hyperspectral Band Selection for Lithologic Discrimination and Geological Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yulei Tan, Laijun Lu, Lorenzo Bruzzone, Renchu Guan, Zhiyong Chang, Chen Yang
2020 J jnl
Integrating Models and Remote Sensing Data for Distributed Glacier Mass Balance Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Iwona Podsiadlo, Claudia Paris, Mattia Callegari, Carlo Marin, Daniel Günther, Ulrich Strasser, Claudia Notarnicola, Lorenzo Bruzzone
2020 C conf
Large-Scale Precise Mapping of Agricultural Fields in Sentinel-2 Satellite Image Time Series.
IGARSS
Yady Tatiana Solano Correa, Daniel Carcereri, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
Learning Discriminative Embedding for Hyperspectral Image Clustering Based on Set-to-Set and Sample-to-Sample Distances.
IEEE Trans. Geosci. Remote. Sens.
Yao Qin, Lorenzo Bruzzone, Biao Li
2020 J jnl
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images.
CoRR
Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone
2020 J jnl
Multi-Scale Context Aggregation for Semantic Segmentation of Remote Sensing Images.
Remote. Sens.
Jing Zhang, Shaofu Lin, Lei Ding, Lorenzo Bruzzone
2020 J jnl
Performance Evaluation of Phase and Weather-Based Models in Atmospheric Correction With Sentinel-1Data: Corvara Landslide in the Alps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mehdi Darvishi, Giovanni Cuozzo, Lorenzo Bruzzone, Faramarz Nilfouroushan
2020 J jnl
Physics-based Bathymetry and Water Quality Retrieval Using PlanetScope Imagery: Impacts of 2020 COVID-19 Lockdown and 2019 Extreme Flood in the Venice Lagoon.
Remote. Sens.
Milad Niroumand Jadidi, Francesca Bovolo, Lorenzo Bruzzone, Peter Gege
2020 J jnl
Remote Sensing Image Scene Classification with Deep Neural Networks in JPEG 2000 Compressed Domain.
CoRR
Akshara Preethy Byju, Gencer Sumbul, Begüm Demir, Lorenzo Bruzzone
2020 J jnl
Salient Ship Detection via Background Prior and Foreground Constraint in Remote Sensing Images.
Remote. Sens.
Jianming Hu, Xiyang Zhi, Wei Zhang, Longfei Ren, Lorenzo Bruzzone
2020 J jnl
Semantic Segmentation of Large-Size VHR Remote Sensing Images Using a Two-Stage Multiscale Training Architecture.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Jing Zhang, Lorenzo Bruzzone
2020 J jnl
Snow Cover Estimation Underneath the Clouds Based on Multitemporal Correlation Analysis in Historical Time-Series Imagery.
IEEE Trans. Geosci. Remote. Sens.
Milad Niroumand Jadidi, Massimo Santoni, Lorenzo Bruzzone, Francesca Bovolo
2020 J jnl
Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
Water Quality Retrieval from PRISMA Hyperspectral Images: First Experience in a Turbid Lake and Comparison with Sentinel-2.
Remote. Sens.
Milad Niroumand Jadidi, Francesca Bovolo, Lorenzo Bruzzone
2019 C conf
A Deep Architecture Based on a Two-Stage Learning for Semantic Segmentation of Large-Size Remote Sensing Images.
IGARSS
Lei Ding, Lorenzo Bruzzone
2019 — conf
A Fast Method for Cloud Removal and Image Restoration on Time Series of Multispectral Images.
MultiTemp
Manuel Bertoluzza, Claudia Paris, Lorenzo Bruzzone
2019 J jnl
A Growth-Model-Driven Technique for Tree Stem Diameter Estimation by Using Airborne LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Lorenzo Bruzzone
2019 J jnl
A Local Projection-Based Approach to Individual Tree Detection and 3-D Crown Delineation in Multistoried Coniferous Forests Using High-Density Airborne LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone
2019 C conf
A Novel Approach to Snow Coverage Retrieval Under Cloud-Obscured Pixels Based on Multitemporal Correlation.
IGARSS
Milad Niroumand Jadidi, Massimo Santoni, Lorenzo Bruzzone, Francesca Bovolo
2019 J jnl
A Novel Approach to the Unsupervised Update of Land-Cover Maps by Classification of Time Series of Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Lorenzo Bruzzone, Diego Fernández-Prieto
2019 J jnl
A Novel Change Detection Method for Multitemporal Hyperspectral Images Based on Binary Hyperspectral Change Vectors.
IEEE Trans. Geosci. Remote. Sens.
Daniele Marinelli, Francesca Bovolo, Lorenzo Bruzzone
2019 J jnl
A Novel Data Fusion Technique for Snow Cover Retrieval.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ludovica De Gregorio, Mattia Callegari, Carlo Marin, Marc Zebisch, Lorenzo Bruzzone, Begüm Demir, Ulrich Strasser, Thomas Marke, Daniel Günther, Rudi Nadalet, Claudia Notarnicola
2019 J jnl
A Novel Sharpening Approach for Superresolving Multiresolution Optical Images.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, José M. Bioucas-Dias, Lorenzo Bruzzone
2019 C conf
A Semi-Supervised Crop-Type Classification Based on Sentinel-2 NDVI Satellite Image Time Series And Phenological Parameters.
IGARSS
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2019 C conf
A Weakly-Supervised Change Detection Technique for SAR Images Based on Deep Learning and Synthetic Training Data Generated by an Ensemble of Self-Organizing Maps.
IGARSS
Victor-Emil Neagoe, Adrian-Dumitru Ciotec, Lorenzo Bruzzone
2019 — conf
A high resolution burned area detector for Sentinel-2 and Landsat-8.
MultiTemp
Massimo Zanetti, Daniele Marinelli, Manuel Bertoluzza, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini
2019 J jnl
An Approach to Multiple Change Detection in VHR Optical Images Based on Iterative Clustering and Adaptive Thresholding.
IEEE Geosci. Remote. Sens. Lett.
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2019 J jnl
An Approach to Tree Detection Based on the Fusion of Multitemporal LiDAR Data.
IEEE Geosci. Remote. Sens. Lett.
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2019 J jnl
An Approach to the Simulation of Radar Sounder Radargrams Based on Geological Analogs.
IEEE Trans. Geosci. Remote. Sens.
Sanchari Thakur, Lorenzo Bruzzone
2019 J jnl
An Automatic Method for Subglacial Lake Detection in Ice Sheet Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Ana-Maria Ilisei, Mahdi Khodadadzadeh, Adamo Ferro, Lorenzo Bruzzone
2019 C conf
An Automatic Technique for Deciduous Trees Detection in High Density Lidar Data Based on Delaunay Triangulation.
IGARSS
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2019 J jnl
An Unsupervised Multicode Hashing Method for Accurate and Scalable Remote Sensing Image Retrieval.
IEEE Geosci. Remote. Sens. Lett.
Thomas Reato, Begüm Demir, Lorenzo Bruzzone
2019 C conf
Analysis of Subsurface Hypotheses through Simulation of Rime Radargrams Based on Available Analogous Data.
IGARSS
Sanchari Thakur, Andrea Vettor, Lorenzo Bruzzone
2019 C conf
Assessing the Detection Performance on Icy Targets Acquired by an Orbiting Radar Sounder.
IGARSS
Elena Donini, Sanchari Thakur, Francesca Bovolo, Lorenzo Bruzzone
2019 — conf
Automated estimation of link quality for LoRa: a remote sensing approach.
IPSN
Silvia Demetri, Marco Zúñiga, Gian Pietro Picco, Fernando A. Kuipers, Lorenzo Bruzzone, Thomas Telkamp
2019 C conf
Automatic Extraction of Weak Labeled Samples From Existing Thematic Products For Training Convolutional Neural Networks.
IGARSS
Claudia Paris, Lorenzo Bruzzone
2019 J jnl
Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yao Qin, Lorenzo Bruzzone, Biao Li, Yuanxin Ye
2019 J jnl
Distributed Radar Sounder: A Novel Concept for Subsurface Investigations Using Sensors in Formation Flight.
IEEE Trans. Geosci. Remote. Sens.
Leonardo Carrer, Christopher Gerekos, Francesca Bovolo, Lorenzo Bruzzone
2019 — conf
Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising.
WHISPERS
Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
2019 J jnl
Extended attribute profiles on GPU applied to hyperspectral image classification.
J. Supercomput.
Pedro G. Bascoy, Pablo Quesada-Barriuso, Dora B. Heras, Francisco Argüello, Begüm Demir, Lorenzo Bruzzone
2019 J jnl
Fast and Robust Matching for Multimodal Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens.
Yuanxin Ye, Lorenzo Bruzzone, Jie Shan, Francesca Bovolo, Qing Zhu
2019 B conf
From Copernicus Big Data to Extreme Earth Analytics.
EDBT
Manolis Koubarakis, Konstantina Bereta, Dimitris Bilidas, Konstantinos Giannousis, Theofilos Ioannidis, Despina-Athanasia Pantazi, George Stamoulis, Jim Dowling, Seif Haridi, Vladimir Vlassov, Lorenzo Bruzzone, Claudia Paris, Torbjørn Eltoft, Thomas Krämer, Angelos Charalambidis, Vangelis Karkaletsis, Stasinos Konstantopoulos, Theofilos Kakantousis, Mihai Datcu, Corneliu Octavian Dumitru, Florian Appel, Heike Bach, Silke Migdall, Nick Hughes, David Arthurs, Andrew Fleming
2019 J jnl
Generation of Homogeneous VHR Time Series by Nonparametric Regression of Multisensor Bitemporal Images.
IEEE Trans. Geosci. Remote. Sens.
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2019 J jnl
Improving SWE Estimation by Fusion of Snow Models with Topographic and Remotely Sensed Data.
Remote. Sens.
Ludovica De Gregorio, Daniel Günther, Mattia Callegari, Ulrich Strasser, Marc Zebisch, Lorenzo Bruzzone, Claudia Notarnicola
2019 J jnl
Improving Semantic Segmentation of Aerial Images Using Patch-based Attention.
CoRR
Lei Ding, Hao Tang, Lorenzo Bruzzone
2019 J jnl
Infrared Small Target Detection Based on Facet Kernel and Random Walker.
IEEE Trans. Geosci. Remote. Sens.
Yao Qin, Lorenzo Bruzzone, Chengqiang Gao, Biao Li
2019 J jnl
LaPS: LiDAR-assisted Placement of Wireless Sensor Networks in Forests.
ACM Trans. Sens. Networks
Silvia Demetri, Gian Pietro Picco, Lorenzo Bruzzone
2019 J jnl
Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Lichao Mou, Lorenzo Bruzzone, Xiao Xiang Zhu
2019 C conf
Multisource Labeled Data: an Opportunity for Training Deep Learning Networks.
IGARSS
Lorenzo Bruzzone
2019 J jnl
Novel Spectra-Derived Features for Empirical Retrieval of Water Quality Parameters: Demonstrations for OLI, MSI, and OLCI Sensors.
IEEE Trans. Geosci. Remote. Sens.
Milad Niroumand Jadidi, Francesca Bovolo, Lorenzo Bruzzone
2019 J jnl
Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yao Qin, Lorenzo Bruzzone, Biao Li
2019 J jnl
The ASI Integrated Sounder-SAR System Operating in the UHF-VHF Bands: First Results of the 2018 Helicopter-Borne Morocco Desert Campaign.
Remote. Sens.
Stefano Perna, Giovanni Alberti, Paolo Berardino, Lorenzo Bruzzone, Dario Califano, Ilaria Catapano, Luca Ciofaniello, Elena Donini, Carmen Esposito, Claudia Facchinetti, Roberto Formaro, Gianluca Gennarelli, Christopher Gerekos, Riccardo Lanari, Francesco Longo, Giovanni Ludeno, Mauro Mariotti d'Alessandro, Antonio Natale, Carlo Noviello, Gianfranco Palmese, Claudio Papa, Giulia Pica, Fabio Rocca, Giuseppe Salzillo, Francesco Soldovieri, Stefano Tebaldini, Sanchari Thakur
2019 C conf
The ASI P-Band Helicopter-Borne Integrated Sounder-Sar System: Preliminary Results of The 2018 Morocco Desert Campaign.
IGARSS
Stefano Perna, Claudia Facchinetti, Roberto Formaro, Gianluca Gennarelli, Christopher Gerekos, Riccardo Lanari, Francesco Longo, Giovanni Ludeno, Mauro Mariotti d'Alessandro, Antonio Natale, Carlo Noviello, Giovanni Alberti, Gianfranco Palmese, Claudio Papa, Giulia Pica, Fabio Rocca, Giuseppe Salzillo, Francesco Soldovieri, Stefano Tebaldini, Sanchari Thakur, Paolo Berardino, Lorenzo Bruzzone, Dario Califano, Ilaria Catapano, Luca Ciofaniello, Elena Donini, Carmen Esposito
2019 J jnl
Threshold-Free Attribute Profile for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Kaushal Bhardwaj, Swarnajyoti Patra, Lorenzo Bruzzone
2019 J jnl
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone
2019 J jnl
Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2019 C conf
Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation.
IGARSS
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2019 — conf
Unsupervised deep learning based change detection in Sentinel-2 images.
MultiTemp
Sudipan Saha, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2018 C conf
A Circular Approach to Multi-Class Change Detection in Multitemporal Sentinel-1 SAR Image Time Series.
IGARSS
Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo
2018 J jnl
A Coherent Multilayer Simulator of Radargrams Acquired by Radar Sounder Instruments.
IEEE Trans. Geosci. Remote. Sens.
Christopher Gerekos, Alessandro Tamponi, Leonardo Carrer, Davide Castelletti, Massimo Santoni, Lorenzo Bruzzone
2018 J jnl
A Deep Network Architecture for Super-Resolution-Aided Hyperspectral Image Classification With Classwise Loss.
IEEE Trans. Geosci. Remote. Sens.
Siyuan Hao, Wei Wang, Yuanxin Ye, Enyu Li, Lorenzo Bruzzone
2018 J jnl
A Fast and Robust Matching Framework for Multimodal Remote Sensing Image Registration.
CoRR
Yuanxin Ye, Lorenzo Bruzzone, Jie Shan, Francesca Bovolo, Qing Zhu
2018 J jnl
A Method for Automatic Three-Dimensional Reconstruction of Ice Sheets by Using Radar Sounder and Altimeter Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ana-Maria Ilisei, Lorenzo Bruzzone
2018 C conf
A Model Driven Approach for Snow Wetness Retrieval with Sentinel-l.
IGARSS
Carlo Marin, Mattia Callegari, Claudia Notarnicola, Marc Zebisch, Daniel Günther, Thomas Marke, Ulrich Strasser, Giacomo Bertoldi, Lorenzo Bruzzone
2018 J jnl
A Multisquint Framework for Change Detection in High-Resolution Multitemporal SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Elias Mendez Dominguez, Erich Meier, David Small, Michael E. Schaepman, Lorenzo Bruzzone, Daniel Henke
2018 C conf
A Multivariate Change Vector Analysis System for Unsupervised Detection of Clear-Cuts in Sentinel-2 Time Series of the Indonesian Forest.
IGARSS
Massimo Zanetti, Lorenzo Bruzzone, Diego Fernández-Prieto
2018 C conf
A New Technique for Simulating Radar Echoes from Layered Subsurface Targets.
IGARSS
Christopher Gerekos, Alessandro Tamponi, Leonardo Carrer, Davide Castelletti, Massimo Santoni, Lorenzo Bruzzone
2018 J jnl
A Novel Approach to 3-D Change Detection in Multitemporal LiDAR Data Acquired in Forest Areas.
IEEE Trans. Geosci. Remote. Sens.
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2018 C conf
A Novel Data Fusion Technique for Snow Parameter Retrieval.
IGARSS
Ludovica De Gregorio, Mattia Callegari, Carlo Marin, Marc Zebisch, Lorenzo Bruzzone, Begüm Demir, Ulrich Strasser, Daniel Günther, Thomas Marke, Claudia Notarnicola
2018 C conf
A Novel Method Based on Source Domain Understanding and Modeling to Transfer Labels from Land-Cover Vector Maps to Classifiers for Multispectral Images.
IGARSS
Claudia Paris, Lorenzo Bruzzone, Diego Fernández-Prieto
2018 J jnl
A Novel System for Content-Based Retrieval of Single and Multi-Label High-Dimensional Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Osman Emre Dai, Begüm Demir, Bülent Sankur, Lorenzo Bruzzone
2018 J jnl
A Novel Technique Based on Deep Learning and a Synthetic Target Database for Classification of Urban Areas in PolSAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaunak De, Lorenzo Bruzzone, Avik Bhattacharya, Francesca Bovolo, Subhasis Chaudhuri
2018 J jnl
A Sensor-Driven Hierarchical Method for Domain Adaptation in Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Lorenzo Bruzzone
2018 J jnl
A Theoretical Framework for Change Detection Based on a Compound Multiclass Statistical Model of the Difference Image.
IEEE Trans. Geosci. Remote. Sens.
Massimo Zanetti, Lorenzo Bruzzone
2018 J jnl
An Approach for Unsupervised Change Detection in Multitemporal VHR Images Acquired by Different Multispectral Sensors.
Remote. Sens.
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2018 C conf
An Approach to Lava Tube Detection in Radar Sounder Data of the Moon.
IGARSS
Elena Donini, Francesca Bovolo, Christopher Gerekos, Leonardo Carrer, Lorenzo Bruzzone
2018 C conf
An Unsupervised Change Detection Method for Lidar Data in Forest Areas Based on Change Vector Analysis in the Polar Domain.
IGARSS
Daniele Marinelli, Nicholas C. Coops, Douglas K. Bolton, Lorenzo Bruzzone
2018 C conf
Automatic Derivation of Cropland Phenological Parameters by Adaptive Non-Parametric Regression of Sentinel-2 Ndvi Time Series.
IGARSS
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone, Diego Fernández-Prieto
2018 J jnl
Compensating Earth Ionosphere Phase Distortion in Spaceborne VHF Radar Sounders for Subsurface Investigations.
IEEE Geosci. Remote. Sens. Lett.
Tommaso Scuccato, Leonardo Carrer, Francesca Bovolo, Lorenzo Bruzzone
2018 C conf
Distributed Radar Sounder System: a Novel Approach to Across-Track Resolution Enhancement and Clutter Reduction.
IGARSS
Leonardo Carrer, Christopher Gerekos, Lorenzo Bruzzone
2018 J jnl
Enhanced Spatially Constrained Remotely Sensed Imagery Classification Using a Fuzzy Local Double Neighborhood Information C-Means Clustering Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hua Zhang, Lorenzo Bruzzone, Wenzhong Shi, Ming Hao, Yunjia Wang
2018 C conf
Extraction of Statistical Features for Improved Automatic Detection of Subglacial Lakes in Radar Sounder Data.
IGARSS
Ana-Maria Ilisei, Mahdi Khodadadzadeh, Lorenzo Bruzzone
2018 J jnl
Foreword to the Special Issue on Analysis of Multitemporal Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lorenzo Bruzzone, Bart Deronde, Else Swinnen
2018 C conf
Fusion of Multitemporal LiDAR Data for Individual Tree Crown Parameter Estimation on Low Density Point Clouds.
IGARSS
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2018 J jnl
Integration of PSI, MAI, and Intensity-Based Sub-Pixel Offset Tracking Results for Landslide Monitoring with X-Band Corner Reflectors - Italian Alps (Corvara).
Remote. Sens.
Mehdi Darvishi, Romy Schlögel, Lorenzo Bruzzone, Giovanni Cuozzo
2018 C conf
Integration of Remote Sensing with A Hydroclimatological Model for an Improved Monitoring of Alpine Glaciers.
IGARSS
Mattia Callegari, Carlo Marin, Daniel Günther, Philipp Rastner, Lorenzo Bruzzone, Begüm Demir, Thomas Marke, Ulrich Strasser, Marc Zebisch, Claudia Notarnicola
2018 J jnl
Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery.
CoRR
Lichao Mou, Lorenzo Bruzzone, Xiao Xiang Zhu
2018 J jnl
Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method.
IEEE Trans. Geosci. Remote. Sens.
Bindita Chaudhuri, Begüm Demir, Subhasis Chaudhuri, Lorenzo Bruzzone
2018 J jnl
Multiple Kernel Learning for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Saeid Niazmardi, Begüm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni
2018 J jnl
Multisource and Multitemporal Data Fusion in Remote Sensing.
CoRR
Pedram Ghamisi, Behnood Rasti, Naoto Yokoya, Qunming Wang, Bernhard Höfle, Lorenzo Bruzzone, Francesca Bovolo, Mingmin Chi, Katharina Anders, Richard Gloaguen, Peter M. Atkinson, Jón Atli Benediktsson
2018 C conf
Noise Character Constraints on Passive Radio Sounding of Jupiter's Icy Moons Using Jovian Decametric Radiation.
IGARSS
Leonardo Carrer, Dustin M. Schroeder, Andrew Romero-Wolf, Paul A. Ries, Lorenzo Bruzzone
2018 J jnl
Recent Developments from Attribute Profiles for Remote Sensing Image Classification.
CoRR
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Lorenzo Bruzzone
2018 J jnl
Sentinel-1 and Ground-Based Sensors for Continuous Monitoring of the Corvara Landslide (South Tyrol, Italy).
Remote. Sens.
Mehdi Darvishi, Romy Schlögel, Christian Kofler, Giovanni Cuozzo, Martin Rutzinger, Thomas Zieher, Isabella Toschi, Fabio Remondino, Abraham Mejia-Aguilar, Benni Thiebes, Lorenzo Bruzzone
2018 J jnl
Simultaneous and Constrained Calibration of Multiple Hyperspectral Images Through a New Generalized Empirical Line Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fadi Kizel, Jón Atli Benediktsson, Lorenzo Bruzzone, Gro B. M. Pedersen, Olga K. Vilmundardottir, Nicola Falco
2018 J jnl
Superpixel-Based Unsupervised Band Selection for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Chen Yang, Lorenzo Bruzzone, Haishi Zhao, Yulei Tan, Renchu Guan
2018 J jnl
Tensor Alignment based Domain Adaptation for Hyperspectral Image Classification.
CoRR
Yao Qin, Lorenzo Bruzzone, Biao Li, Yuanxin Ye
2018 J jnl
Two-Stream Deep Architecture for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Siyuan Hao, Wei Wang, Yuanxin Ye, Tingyuan Nie, Lorenzo Bruzzone
2018 C conf
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion.
IGARSS
Sicong Liu, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
2018 C conf
Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features.
IGARSS
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2017 J jnl
A Novel Automatic Method for the Fusion of ALS and TLS LiDAR Data for Robust Assessment of Tree Crown Structure.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, David Kelbe, Jan van Aardt, Lorenzo Bruzzone
2017 J jnl
A Spectral-Spatial Multicriteria Active Learning Technique for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Swarnajyoti Patra, Kaushal Bhardwaj, Lorenzo Bruzzone
2017 C conf
A class-wise spatial-contextual approach based on a free discontinuity model for change detection in multispectral images.
IGARSS
Massimo Zanetti, Lorenzo Bruzzone
2017 C conf
A hierarchical approach to superresolution of multispectral images with different spatial resolutions.
IGARSS
Claudia Paris, José M. Bioucas-Dias, Lorenzo Bruzzone
2017 C conf
A novel automatic approach to the update of land-cover maps by unsupervised classification of remote sensing images.
IGARSS
Claudia Paris, Lorenzo Bruzzone, Diego Fernández-Prieto
2017 C conf
A novel change detection framework based on deep learning for the analysis of multi-temporal polarimetric SAR images.
IGARSS
Shaunak De, Davide Pirrone, Francesca Bovolo, Lorenzo Bruzzone, Avik Bhattacharya
2017 C conf
A novel change detection method for multitemporal hyperspectral images based on a discrete representation of the change information.
IGARSS
Daniele Marinelli, Francesca Bovolo, Lorenzo Bruzzone
2017 C conf
A novel framework for bi-temporal change detection in image time series.
IGARSS
Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo
2017 — conf
A novel method for unsupervised multiple Change Detection in hyperspectral images based on binary Spectral Change Vectors.
MultiTemp
Daniele Marinelli, Francesca Bovolo, Lorenzo Bruzzone
2017 C conf
A novel semisupervised framework for multiple change detection in hyperspectral images.
IGARSS
Sicong Liu, Xiaohua Tong, Lorenzo Bruzzone, Peijun Du
2017 C conf
A novel system for content based retrieval of multi-label remote sensing images.
IGARSS
Osman Emre Dai, Begüm Demir, Bülent Sankur, Lorenzo Bruzzone
2017 — conf
A novel system for content based retrieval of remote sensing images based on Bag of spectral values.
SIU
Osman Emre Dai, Begüm Demir, Bülent Sankur, Lorenzo Bruzzone
2017 C conf
A spectral-spatial multiscale approach for unsupervised multiple change detection.
IGARSS
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
2017 C conf
A technique based on adaptive windows for the classification of radar sounder data.
IGARSS
Mahdi Khodadadzadeh, Ana-Maria Ilisei, Lorenzo Bruzzone
2017 J jnl
An Interferometric Approach to Cross-Track Clutter Detection in Two-Channel VHF Radar Sounders.
IEEE Trans. Geosci. Remote. Sens.
Davide Castelletti, Dustin M. Schroeder, Scott Hensley, Cyril Grima, Gregory Ng, Duncan A. Young, Yonggyu Gim, Lorenzo Bruzzone, Alina Moussessian, Donald D. Blankenship
2017 J jnl
An Internal Crown Geometric Model for Conifer Species Classification With High-Density LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone
2017 — conf
Analysis of multitemporal Sentinel-2 images in the framework of the ESA Scientific Exploitation of Operational Missions.
MultiTemp
Lorenzo Bruzzone, Francesca Bovolo, Claudia Paris, Yady Tatiana Solano Correa, Massimo Zanetti, Diego Fernández-Prieto
2017 J jnl
Automatic Enhancement and Detection of Layering in Radar Sounder Data Based on a Local Scale Hidden Markov Model and the Viterbi Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Leonardo Carrer, Lorenzo Bruzzone
2017 — conf
Circular change detection in image time series inspired by two-dimensional phase unwrapping.
MultiTemp
Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
Class-wise dictionary learning for hyperspectral image classification.
Neurocomputing
Siyuan Hao, Wei Wang, Yan Yan, Lorenzo Bruzzone
2017 J jnl
Discriminative Feature Metric Learning in the Affinity Propagation Model for Band Selection in Hyperspectral Images.
Remote. Sens.
Chen Yang, Yulei Tan, Lorenzo Bruzzone, Laijun Lu, Renchu Guan
2017 C conf
Fast and robust structure-based multimodal geospatial image matching.
IGARSS
Yuanxin Ye, Lorenzo Bruzzone, Jie Shan, Li Shen
2017 J jnl
Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images.
IEEE Trans. Image Process.
Gülsen Taskin Kaya, Hüseyin Kaya, Lorenzo Bruzzone
2017 J jnl
Foreword to the Special Issue on Applied Earth Observation and Remote Sensing in India.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Avik Bhattacharya, Lorenzo Bruzzone, B. S. Daya Sagar, Paul A. Rosen
2017 J jnl
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
Piecewise Linear Approximation of Vector-Valued Images and Curves via Second-Order Variational Model.
IEEE Trans. Image Process.
Massimo Zanetti, Lorenzo Bruzzone
2017 C conf
Primitive cluster sensitive hashing for scalable content-based image retrieval in remote sensing archives.
IGARSS
Thomas Reato, Begüm Demir, Lorenzo Bruzzone
2017 J jnl
Radar Signal Penetration and Horizons Detection on Europa Through Numerical Simulations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Federico Di Paolo, Sebastian Emanuel Lauro, Davide Castelletti, Giuseppe Mitri, Francesca Bovolo, Barbara Cosciotti, Elisabetta Mattei, Roberto Orosei, Claudia Notarnicola, Lorenzo Bruzzone, Elena Pettinelli
2017 J jnl
Robust Registration of Multimodal Remote Sensing Images Based on Structural Similarity.
IEEE Trans. Geosci. Remote. Sens.
Yuanxin Ye, Jie Shan, Lorenzo Bruzzone, Li Shen
2017 J jnl
Segmentation-Based Fine Registration of Very High Resolution Multitemporal Images.
IEEE Trans. Geosci. Remote. Sens.
Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone
2017 C conf
Simultaneous empirical line calibration of multiple spectral images.
IGARSS
Fadi Kizel, Lorenzo Bruzzone, Jón Atli Benediktsson
2017 — conf
Spatio-temporal evolution of crop fields in Sentinel-2 Satellite Image Time Series.
MultiTemp
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone, Diego Fernández-Prieto
2017 C conf
Subdominant tree detection in multi-layered forests by a local projection of airborne lidar data.
IGARSS
Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone
2017 C conf
Unsupervised change detection in built-up areas by multi-temporal polarimetric SAR images.
IGARSS
Davide Pirrone, Shaunak De, Avik Bhattacharya, Lorenzo Bruzzone, Francesca Bovolo
2016 C conf
A Gaussian approach to subspace based classification of hyperspectral images.
IGARSS
Mahdi Khodadadzadeh, Lorenzo Bruzzone, Jun Li, Antonio J. Plaza
2016 J jnl
A Hierarchical Approach to Three-Dimensional Segmentation of LiDAR Data at Single-Tree Level in a Multilayered Forest.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Davide Valduga, Lorenzo Bruzzone
2016 J jnl
A Novel Hybrid Method for the Correction of the Theoretical Model Inversion in Bio/Geophysical Parameter Estimation.
IEEE Trans. Geosci. Remote. Sens.
Davide Castelletti, Luca Pasolli, Lorenzo Bruzzone, Claudia Notarnicola, Begüm Demir
2016 C conf
A comparative study on Multiple Kernel Learning for remote sensing image classification.
IGARSS
Saeid Niazmardi, Begüm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni
2016 C conf
A data-driven identification of growth-model classes for the adaptive estimation of single-tree stem diameter in LiDAR data.
IGARSS
Claudia Paris, Lorenzo Bruzzone
2016 C conf
A generalized statistical model for binary change detection in multispectral images.
IGARSS
Massimo Zanetti, Lorenzo Bruzzone
2016 — conf
A novel content based hyperspectral image retrieval system based on bag of end members.
SIU
Fatih Ömrüuzun, Begüm Demir, Lorenzo Bruzzone, Yasemin Yardimci Çetin
2016 C conf
A tiling procedure for second-order variational segmentation of large size remote sensing images.
IGARSS
Massimo Zanetti, Riccardo Zanella, Lorenzo Bruzzone
2016 C conf
An approach to conifer species classification based on crown structure modeling in high density airborne LiDAR data.
IGARSS
Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone
2016 C conf
An approach to multiple Change Detection in multisensor VHR optical images based on iterative clustering.
IGARSS
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2016 C conf
Analysis of the potentiality of multi-temporal COSMO-SkyMed ® data for classifying summer crops.
IGARSS
Rocchina Guarini, Lorenzo Bruzzone, Massimo Santoni, Francesco Vuolo, Luigi Dini
2016 — conf
Content based hyperspectral image retrieval using bag of endmembers image descriptors.
WHISPERS
Fatih Ömrüuzun, Begüm Demir, Lorenzo Bruzzone, Yasemin Yardimci Çetin
2016 J jnl
Decorrelation-Separability-Based Affinity Propagation for Semisupervised Clustering of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chen Yang, Lorenzo Bruzzone, Haishi Zhao, Yanchun Liang, Renchu Guan
2016 J jnl
Edge-Based Registration-Noise Estimation in VHR Multitemporal and Multisensor Images.
IEEE Geosci. Remote. Sens. Lett.
Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone
2016 J jnl
Foreword to the Special Issue on the 2015 IEEE International Geoscience and Remote Sensing Symposium.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sebastiano B. Serpico, Vito Pascazio, Lorenzo Bruzzone, Paolo Gamba
2016 C conf
Fusion of high and very high density LiDAR data for 3D forest change detection.
IGARSS
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2016 J jnl
Hashing-Based Scalable Remote Sensing Image Search and Retrieval in Large Archives.
IEEE Trans. Geosci. Remote. Sens.
Begüm Demir, Lorenzo Bruzzone
2016 J jnl
Histogram-Based Attribute Profiles for Classification of Very High Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Begüm Demir, Lorenzo Bruzzone
2016 J jnl
Kernel-Based Domain-Invariant Feature Selection in Hyperspectral Images for Transfer Learning.
IEEE Trans. Geosci. Remote. Sens.
Claudio Persello, Lorenzo Bruzzone
2016 C conf
Quad-tree based compressed histogram attribute profiles for classification of very high resolution images.
IGARSS
Romano Battiti, Begüm Demir, Lorenzo Bruzzone
2016 J jnl
Region-Based Retrieval of Remote Sensing Images Using an Unsupervised Graph-Theoretic Approach.
IEEE Geosci. Remote. Sens. Lett.
Bindita Chaudhuri, Begüm Demir, Lorenzo Bruzzone, Subhasis Chaudhuri
2016 J jnl
Set-to-Set Distance-Based Spectral-Spatial Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Ting Lu, Shutao Li, Leyuan Fang, Lorenzo Bruzzone, Jón Atli Benediktsson
2016 J jnl
Spatial-dictionary for collaborative representation classification of hyperspectral images.
Multim. Tools Appl.
Siyuan Hao, Liguo Wang, Lorenzo Bruzzone, Qunming Wang
2016 J jnl
Spiking Neural Networks for Crop Yield Estimation Based on Spatiotemporal Analysis of Image Time Series.
IEEE Trans. Geosci. Remote. Sens.
Pritam Bose, Nikola K. Kasabov, Lorenzo Bruzzone, Reggio N. Hartono
2016 J jnl
Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2015 J jnl
A New Self-Training-Based Unsupervised Satellite Image Classification Technique Using Cluster Ensemble Strategy.
IEEE Geosci. Remote. Sens. Lett.
Biplab Banerjee, Francesca Bovolo, Avik Bhattacharya, Lorenzo Bruzzone, Subhasis Chaudhuri, B. Krishna Mohan
2015 J jnl
A Novel Active Learning Method in Relevance Feedback for Content-Based Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Begüm Demir, Lorenzo Bruzzone
2015 J jnl
A Novel Graph-Matching-Based Approach for Domain Adaptation in Classification of Remote Sensing Image Pair.
IEEE Trans. Geosci. Remote. Sens.
Biplab Banerjee, Francesca Bovolo, Avik Bhattacharya, Lorenzo Bruzzone, Subhasis Chaudhuri, Krishna Mohan Buddhiraju
2015 J jnl
A System for the Automatic Classification of Ice Sheet Subsurface Targets in Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Ana-Maria Ilisei, Lorenzo Bruzzone
2015 J jnl
A Three-Dimensional Model-Based Approach to the Estimation of the Tree Top Height by Fusing Low-Density LiDAR Data and Very High Resolution Optical Images.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Lorenzo Bruzzone
2015 C conf
A cluster-based appraoch to content based time series retrieval (CBTSR).
IGARSS
Francesca Bovolo, Begüm Demir, Lorenzo Bruzzone
2015 C conf
A hierarchical approach to the segmentation of single dominant and dominated trees in forest areas by using high-density LiDAR data.
IGARSS
Claudia Paris, Davide Valduga, Lorenzo Bruzzone
2015 — conf
A novel active learning method for content based remote sensing image retrieval.
SIU
Begüm Demir, Lorenzo Bruzzone
2015 C conf
A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification.
IGARSS
Gülsen Taskin Kaya, Hüseyin Kaya, Lorenzo Bruzzone
2015 C conf
A precise estimation of the 3D structure of the forest based on the fusion of airborne and terrestrial lidar data.
IGARSS
Claudia Paris, David Kelbe, Jan van Aardt, Lorenzo Bruzzone
2015 C conf
A robust on-board tracking technique for spaceborne radar sounders.
IGARSS
Leonardo Carrer, Renato Croci, Lorenzo Bruzzone
2015 C conf
A rough set based band selection technique for the analysis of hyperspectral images.
IGARSS
Swarnajyoti Patra, Lorenzo Bruzzone
2015 J jnl
An Adaptive Semisupervised Approach to the Detection of User-Defined Recurrent Changes in Image Time Series.
IEEE Trans. Geosci. Remote. Sens.
Daniel Capella Zanotta, Lorenzo Bruzzone, Francesca Bovolo, Yosio Edemir Shimabukuro
2015 J jnl
An Approach to Fine Coregistration Between Very High Resolution Multispectral Images Based on Registration Noise Distribution.
IEEE Trans. Geosci. Remote. Sens.
Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone
2015 C conf
An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring.
IGARSS
Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo, Irene Nicolini, Begüm Demir, Lorenzo Bruzzone
2015 C conf
Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions.
ISMM
Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Lorenzo Bruzzone, Jón Atli Benediktsson
2015 J jnl
Building Change Detection in Multitemporal Very High Resolution SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone
2015 C conf
Clutter detection using two-channel radar sounder data.
IGARSS
Davide Castelletti, Dustin M. Schroeder, Scott Hensley, Cyril Grima, Gregory Ng, Duncan A. Young, Yonggyu Gim, Lorenzo Bruzzone, Alina Moussessian, Donald D. Blankenship
2015 — conf
Cosmo-SkyMed and RADARSAT2 image investigation for the monitoring of agricultural areas.
SAR
Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo, Irene Nicolini, Begüm Demir, Lorenzo Bruzzone
2015 C conf
Deep feature representation for hyperspectral image classification.
IGARSS
Jiming Li, Lorenzo Bruzzone, Sicong Liu
2015 B conf
Estimating Low-Power Radio Signal Attenuation in Forests: A LiDAR-Based Approach.
DCOSS
Silvia Demetri, Gian Pietro Picco, Lorenzo Bruzzone
2015 J jnl
Estimation of Soil Moisture in Mountain Areas Using SVR Technique Applied to Multiscale Active Radar Images at C-Band.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Luca Pasolli, Claudia Notarnicola, Giacomo Bertoldi, Lorenzo Bruzzone, Ruben Remelgado, Felix Greifeneder, Georg Niedrist, Stefano Della Chiesa, Ulrike Tappeiner, Marc Zebisch
2015 J jnl
Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2015 C conf
Fast and accurate image classification with histogram based features and additive kernel SVM.
IGARSS
Begüm Demir, Lorenzo Bruzzone
2015 — conf
Fine co-registration of VHR images for multitemporal Urban area analysis.
MultiTemp
Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone
2015 J jnl
Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2015 C conf
Histogram based attribute profiles for classification of very high resolution remote sensing images.
IGARSS
Begüm Demir, Lorenzo Bruzzone
2015 J jnl
Hyperspectral Band Selection Based on Rough Set.
IEEE Trans. Geosci. Remote. Sens.
Swarnajyoti Patra, Prahlad Modi, Lorenzo Bruzzone
2015 C conf
Integration of radar sounder and altimeter data for the 3D reconstruction of ice sheets.
IGARSS
Ana-Maria Ilisei, Lorenzo Bruzzone
2015 C conf
Jupiter ICY moon explorer (JUICE): Advances in the design of the radar for Icy Moons (RIME).
IGARSS
Lorenzo Bruzzone, Jeffrey J. Plaut, Giovanni Alberti, Donald D. Blankenship, Francesca Bovolo, Bruce A. Campbell, Davide Castelletti, Yonggyu Gim, Ana-Maria Ilisei, Wlodek Kofman, Goro Komatsu, William McKinnon, Giuseppe Mitri, Alina Moussessian, Claudia Notarnicola, Roberto Orosei, G. Wesley Patterson, Elena Pettinelli, Dirk Plettemeier
2015 C conf
Multitemporal spectral unmixing for change detection in hyperspectral images.
IGARSS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2015 C conf
Precise co-registration of very high resolution optical images by registration-noise estimation.
IGARSS
Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone
2015 J jnl
Rayleigh-Rice Mixture Parameter Estimation via EM Algorithm for Change Detection in Multispectral Images.
IEEE Trans. Image Process.
Massimo Zanetti, Francesca Bovolo, Lorenzo Bruzzone
2015 J jnl
Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Giona Matasci, Michele Volpi, Mikhail F. Kanevski, Lorenzo Bruzzone, Devis Tuia
2015 J jnl
Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Massimo Zanetti, Peijun Du
2015 J jnl
Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens.
Nicola Falco, Jón Atli Benediktsson, Lorenzo Bruzzone
2015 C conf
VHR time-series generation by prediction and fusion of multi-sensor images.
IGARSS
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2014 J jnl
A Model-Based Technique for the Automatic Detection of Earth Continental Ice Subsurface Targets in Radar Sounder Data.
IEEE Geosci. Remote. Sens. Lett.
Ana-Maria Ilisei, Lorenzo Bruzzone
2014 J jnl
A Novel SOM-SVM-Based Active Learning Technique for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Swarnajyoti Patra, Lorenzo Bruzzone
2014 J jnl
A Novel Technique Based on the Combination of Labeled Co-Occurrence Matrix and Variogram for the Detection of Built-up Areas in High-Resolution SAR Images.
Remote. Sens.
Na Li, Lorenzo Bruzzone, Zengping Chen, Fang Liu
2014 J jnl
A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nicola Falco, Jón Atli Benediktsson, Lorenzo Bruzzone
2014 C conf
A comparison of self-dual attribute profiles based on different filter rules for classification.
IGARSS
Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2014 J jnl
A multiple criteria active learning method for support vector regression.
Pattern Recognit.
Begüm Demir, Lorenzo Bruzzone
2014 C conf
A novel circular approach to change detection in pair of images extracted from image time series.
IGARSS
Lorenzo Bruzzone, Francesca Bovolo
2014 J jnl
A novel classification technique based on progressive transductive SVM learning.
Pattern Recognit. Lett.
Anshu Singla, Swarnajyoti Patra, Lorenzo Bruzzone
2014 C conf
A novel neural approach for unsupervised change detection using SOM clustering for pseudo-training set selection followed by CSOM classifier.
IGARSS
Victor-Emil Neagoe, Alexandru-Ioan Ciurea, Lorenzo Bruzzone, Francesca Bovolo
2014 C conf
A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images.
IGARSS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2014 C conf
A sensor-driven domain adaptation method for the classification of remote sensing images.
IGARSS
Claudia Paris, Lorenzo Bruzzone
2014 J jnl
Active and Semisupervised Learning for the Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Claudio Persello, Lorenzo Bruzzone
2014 J jnl
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods.
IEEE Signal Process. Mag.
Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone, Jón Atli Benediktsson
2014 J jnl
An Effective Strategy to Reduce the Labeling Cost in the Definition of Training Sets by Active Learning.
IEEE Geosci. Remote. Sens. Lett.
Begüm Demir, Luca Minello, Lorenzo Bruzzone
2014 C conf
An ICA based approach to hyperspectral image feature reduction.
IGARSS
Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson
2014 — conf
Biophysical parameters estimation from remotely sensed images by a multiple criteria active learning method.
SIU
Begüm Demir, Lorenzo Bruzzone
2014 J jnl
Concurrent Self-Organizing Maps for Supervised/Unsupervised Change Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Victor-Emil Neagoe, Radu-Mihai Stoica, Alexandru-Ioan Ciurea, Lorenzo Bruzzone, Francesca Bovolo
2014 J jnl
Definition of Effective Training Sets for Supervised Classification of Remote Sensing Images by a Novel Cost-Sensitive Active Learning Method.
IEEE Trans. Geosci. Remote. Sens.
Begüm Demir, Luca Minello, Lorenzo Bruzzone
2014 C conf
Detection of specific changes in image time series by an adaptive change vector analysis.
IGARSS
Daniel C. Zanotta, Lorenzo Bruzzone, Francesca Bovolo
2014 J jnl
Foreword to the Special Issue on Pattern Recognition in Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qian Du, Eckart Michaelsen, Peijun Du, Lorenzo Bruzzone, Xiaohua Tong, Uwe Stilla
2014 C conf
Kernel-based hashing for content-based image retrval in large remote sensing data archive.
IGARSS
Begüm Demir, Lorenzo Bruzzone
2014 C conf
Rapid and accurate damage detection in built-up areas combining stripmap and spotlight SAR images.
IGARSS
Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone
2014 C conf
Relevant and invariant feature selection of hyperspectral images for domain generalization.
IGARSS
Claudio Persello, Lorenzo Bruzzone
2014 J jnl
Semisupervised Kernel Feature Extraction for Remote Sensing Image Analysis.
IEEE Trans. Geosci. Remote. Sens.
Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls
2014 C conf
Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data.
IGARSS
Claudia Notarnicola, Luca Pasolli, Giovanni Cuozzo, Felix Greifeneder, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Davide Castelletti, Ulrike Tappeiner, Lorenzo Bruzzone, Marc Zebisch
2013 C conf
A 4-dimensional approach to image time series visualization and analysis.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone
2013 J jnl
A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Chen Yang, Sicong Liu, Lorenzo Bruzzone, Renchu Guan, Peijun Du
2013 J jnl
A Hierarchical Approach to Change Detection in Very High Resolution SAR Images for Surveillance Applications.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Carlo Marin, Lorenzo Bruzzone
2013 J jnl
A Novel Framework for the Design of Change-Detection Systems for Very-High-Resolution Remote Sensing Images.
Proc. IEEE
Lorenzo Bruzzone, Francesca Bovolo
2013 J jnl
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms.
IEEE Trans. Geosci. Remote. Sens.
Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2013 J jnl
A Novel Technique for the Automatic Detection of Surface Clutter Returns in Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Adamo Ferro, Alain Pascal, Lorenzo Bruzzone
2013 — conf
A comparative study of different ICA algorithms for hyperspectral image analysis.
WHISPERS
Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson
2013 C conf
A novel hierarchical method for change detection in multitemporal hyperspectral images.
IGARSS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2013 C conf
A novel multitemporal detector for primitive extraction from VHR SAR images.
IGARSS
Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone
2013 C conf
A novel technique for tree stem height estimation by fusing low density LiDAR data and optical images.
IGARSS
Claudia Paris, Lorenzo Bruzzone
2013 J jnl
Advances in Hyperspectral Image Classification: Earth monitoring with statistical learning methods.
CoRR
Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone, Jón Atli Benediktsson
2013 C conf
An effective active learning method for interactive content-based retrieval in remote sensing images.
IGARSS
Begüm Demir, Lorenzo Bruzzone
2013 J jnl
Automatic Detection and Reconstruction of Building Radar Footprints From Single VHR SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Adamo Ferro, Dominik Brunner, Lorenzo Bruzzone
2013 J jnl
Automatic Extraction and Analysis of Ice Layering in Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Adamo Ferro, Lorenzo Bruzzone
2013 J jnl
Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Prashanth Reddy Marpu, Mattia Pedergnana, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2013 C conf
Automatic classification of subsurface features in radar sounder data acquired in icy areas.
IGARSS
Ana-Maria Ilisei, Lorenzo Bruzzone
2013 J jnl
Change Detection in VHR Images Based on Morphological Attribute Profiles.
IEEE Geosci. Remote. Sens. Lett.
Nicola Falco, Mauro Dalla Mura, Francesca Bovolo, Jón Atli Benediktsson, Lorenzo Bruzzone
2013 J jnl
Classification of Time Series of Multispectral Images With Limited Training Data.
IEEE Trans. Image Process.
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2013 C conf
Detection of changed buildings in multitemporal Very High Resolution SAR images.
IGARSS
Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone
2013 J jnl
Incremental and Decremental Affinity Propagation for Semisupervised Clustering in Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Chen Yang, Lorenzo Bruzzone, Renchu Guan, Laijun Lu, Yanchun Liang
2013 J jnl
Integration of Gibbs Markov Random Field and Hopfield-Type Neural Networks for Unsupervised Change Detection in Remotely Sensed Multitemporal Images.
IEEE Trans. Image Process.
Ashish Ghosh, Badri Narayan Subudhi, Lorenzo Bruzzone
2013 C conf
Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification.
ICPRAM
Giona Matasci, Lorenzo Bruzzone, Michele Volpi, Devis Tuia, Mikhail F. Kanevski
2013 C conf
RIME: Radar for Icy Moon Exploration.
IGARSS
Lorenzo Bruzzone, Jeffrey J. Plaut, Giovanni Alberti, Donald D. Blankenship, Francesca Bovolo, Bruce A. Campbell, Adamo Ferro, Yonggyu Gim, Wlodek Kofman, Goro Komatsu, William McKinnon, Giuseppe Mitri, Roberto Orosei, G. Wesley Patterson, Dirk Plettemeier, Roberto Seu
2013 C conf
Sequential cascade classification of image time series by exploiting multiple pairwise change detection.
IGARSS
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2013 J jnl
Supervised change detection in VHR images using contextual information and support vector machines.
Int. J. Appl. Earth Obs. Geoinformation
Michele Volpi, Devis Tuia, Francesca Bovolo, Mikhail F. Kanevski, Lorenzo Bruzzone
2013 J jnl
Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach.
IEEE Trans. Geosci. Remote. Sens.
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2012 J jnl
A Batch-Mode Active Learning Technique Based on Multiple Uncertainty for SVM Classifier.
IEEE Geosci. Remote. Sens. Lett.
Swarnajyoti Patra, Lorenzo Bruzzone
2012 J jnl
A Framework for Automatic and Unsupervised Detection of Multiple Changes in Multitemporal Images.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Silvia Marchesi, Lorenzo Bruzzone
2012 J jnl
A Novel Domain Adaptation Bayesian Classifier for Updating Land-Cover Maps With Class Differences in Source and Target Domains.
IEEE Trans. Geosci. Remote. Sens.
Kanchan Bahirat, Francesca Bovolo, Lorenzo Bruzzone, Subhasis Chaudhuri
2012 J jnl
A cluster-assumption based batch mode active learning technique.
Pattern Recognit. Lett.
Swarnajyoti Patra, Lorenzo Bruzzone
2012 C conf
A cost-sensitive active learning technique for the definition of effective training sets for supervised classifiers.
IGARSS
Begüm Demir, Luca Minello, Lorenzo Bruzzone
2012 — conf
A genetic algorithm based cost-sensitive active learning technique for classification of remote sensing images.
TyWRRS
Begüm Demir, Luca Minello, Lorenzo Bruzzone
2012 C conf
A novel SOM-based active learning technique for classification of remote sensing images with SVM.
IGARSS
Swarnajyoti Patra, Lorenzo Bruzzone
2012 C conf
A novel hierarchical approach to change detection with very high resolution SAR images for surveillance applications.
IGARSS
Francesca Bovolo, Carlo Marin, Lorenzo Bruzzone
2012 C conf
A novel method for automatic clutter detection in radargrams acquired by orbiting radar sounders.
IGARSS
Adamo Ferro, Alain Pascal, Lorenzo Bruzzone
2012 C conf
A novel supervised feature selection technique based on genetic algorithms.
IGARSS
Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2012 C conf
A novel system for classification of image time series with limited ground reference data.
IGARSS
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2012 — conf
A semisupervised feature metric based band selection method for hyperspectral image classification.
WHISPERS
Chen Yang, Sicong Liu, Lorenzo Bruzzone, Renchu Guan, Peijun Du
2012 C conf
A technique for the automatic estimation of ice thickness and bedrock properties from radar sounder data acquired at Antarctica.
IGARSS
Ana-Maria Ilisei, Adamo Ferro, Lorenzo Bruzzone
2012 J jnl
Active Learning for Domain Adaptation in the Supervised Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Claudio Persello, Lorenzo Bruzzone
2012 J jnl
Analysis of Radar Sounder Signals for the Automatic Detection and Characterization of Subsurface Features.
IEEE Trans. Geosci. Remote. Sens.
Adamo Ferro, Lorenzo Bruzzone
2012 J jnl
Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles.
IEEE J. Sel. Top. Signal Process.
Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2012 J jnl
Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification.
IEEE Trans. Geosci. Remote. Sens.
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2012 C conf
Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures.
IGARSS
Sebastiano B. Serpico, Lorenzo Bruzzone, Giovanni Corsini, William J. Emery, Paolo Gamba, Andrea Garzelli, Grégoire Mercier, Josiane Zerubia, Nicola Acito, Bruno Aiazzi, Francesca Bovolo, Fabio Dell'Acqua, Michaela De Martino, Marco Diani, Vladimir A. Krylov, Gianni Lisini, Carlo Marin, Gabriele Moser, Aurélie Voisin, Claudia Zoppetti
2012 C conf
Discovering single classes in remote sensing images with active learning.
IGARSS
Mirco Furlani, Devis Tuia, Jordi Muñoz-Marí, Francesca Bovolo, Gustavo Camps-Valls, Lorenzo Bruzzone
2012 — conf
Freight traffic surveillance in VHR SAR images by multiscale information extraction.
TyWRRS
Francesca Bovolo, Carlo Marin, Lorenzo Bruzzone
2012 C conf
Integration of X-band SAR and optical thermal data for retrieving snowpack parameters in mountain areas.
IGARSS
Luca Pasolli, Mattia Callegari, Claudia Notarnicola, Lorenzo Bruzzone, Marc Zebisch
2012 — conf
Low-cost updating of land-cover maps by classifiying multitemporal remote sensing images.
SIU
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2012 — conf
Mapping spatial and temporal patterns of soil moisture with ASAR imagery in the Alps.
SAR
Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Marc Zebisch
2012 J jnl
Multi-Objective Parameter Optimization in Support Vector Regression: General Formulation and Application to the Retrieval of Soil Moisture From Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone
2012 J jnl
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Giorgio A. Licciardi, Alberto Villa, Mauro Dalla Mura, Lorenzo Bruzzone, Jocelyn Chanussot, Jón Atli Benediktsson
2012 C conf
Semisupervised nonlinear feature extraction for image classification.
IGARSS
Emma Izquierdo-Verdiguier, Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls
2012 C conf
Target-driven change detection based on data transformation and similarity measures.
IGARSS
Peijun Du, Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo
2012 — conf
Unsupervised hierarchical spectral analysis for change detection in hyperspectral images.
WHISPERS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2011 J jnl
A Fast Cluster-Assumption Based Active-Learning Technique for Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Swarnajyoti Patra, Lorenzo Bruzzone
2011 J jnl
A System for the Estimation of Single-Tree Stem Diameter and Volume Using Multireturn LIDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Michele Dalponte, Lorenzo Bruzzone, Damiano Gianelle
2011 C conf
A general approach to the spatial simplification of remote sensing images based on morphological connected filters.
IGARSS
Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2011 C conf
A novel active learning strategy for domain adaptation in the classification of remote sensing images.
IGARSS
Claudio Persello, Lorenzo Bruzzone
2011 C conf
A novel approach to the automatic detection of subsurface features in planetary radar sounder signals.
IGARSS
Adamo Ferro, Lorenzo Bruzzone
2011 C conf
A novel hybrid approach to the estimation of biophysical parameters from remotely sensed data.
IGARSS
Luca Pasolli, Lorenzo Bruzzone, Claudia Notarnicola
2011 C conf
A semantic-based multilevel approach to change detection in very high geometrical resolution multitemporal images.
IGARSS
Lorenzo Bruzzone, Francesca Bovolo
2011 C conf
An adaptive thresholding approach to multiple-change detection in multispectral images.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone
2011 J jnl
Batch-Mode Active-Learning Methods for the Interactive Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Begüm Demir, Claudio Persello, Lorenzo Bruzzone
2011 J jnl
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis.
IEEE Geosci. Remote. Sens. Lett.
Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone
2011 — conf
Comparison of L and C band polarimetric SAR data for the retrieval of soil moisture in the Alps.
SAR
Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Georg Niedrist, Ulrike Tappeiner, Marc Zebisch, Fabio Del Frate, Gaia Vaglio Laurin
2011 C conf
Detection of land-cover transitions in multitemporal images with active-learning based compound classification.
IGARSS
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2011 J jnl
Estimating Soil Moisture With the Support Vector Regression Technique.
IEEE Geosci. Remote. Sens. Lett.
Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone
2011 C conf
Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees.
ISMM
Jón Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero
2011 J jnl
Introduction to the Issue on Advances in Remote Sensing Image Processing.
IEEE J. Sel. Top. Signal Process.
Gustavo Camps-Valls, Jón Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot
2011 J jnl
Introduction to the Special Section on the Fifth International Workshop on Multi-temporal Imagery Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ross S. Lunetta, Daniel L. Civco, Roger L. King, Lorenzo Bruzzone, John G. Lyon
2011 J jnl
On the Relationship Between Double Bounce and the Orientation of Buildings in VHR SAR Images.
IEEE Geosci. Remote. Sens. Lett.
Adamo Ferro, Dominik Brunner, Lorenzo Bruzzone, Guido Lemoine
2011 J jnl
Radar Imaging Simulation for Urban Structures.
IEEE Geosci. Remote. Sens. Lett.
Dominik Brunner, Guido Lemoine, Harm Greidanus, Lorenzo Bruzzone
2011 C conf
Self-dual Attribute Profiles for the Analysis of Remote Sensing Images.
ISMM
Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2011 C conf
Spatial and temporal mapping of soil moisture content with polarimetric RADARSAT 2 SAR imagery in the Alpine area.
IGARSS
Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Georg Niedrist, Ulrike Tappeiner, Marc Zebisch, Fabio Del Frate, Gaia Vaglio Laurin
2011 J jnl
Subsurface Radar Sounding of the Jovian Moon Ganymede.
Proc. IEEE
Lorenzo Bruzzone, Giovanni Alberti, Clau Catallo, Adamo Ferro, Wlodek Kofman, Roberto Orosei
2011 — conf
Tree species classification in the Southern Alps with very high geometrical resolution multispectral and hyperspectral data.
WHISPERS
Michele Dalponte, Lorenzo Bruzzone, Damiano Gianelle
2010 J jnl
A Context-Sensitive Technique Robust to Registration Noise for Change Detection in VHR Multispectral Images.
IEEE Trans. Image Process.
Silvia Marchesi, Francesca Bovolo, Lorenzo Bruzzone
2010 J jnl
A Fuzzy-Statistics-Based Affinity Propagation Technique for Clustering in Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Chen Yang, Lorenzo Bruzzone, Fengyue Sun, Laijun Lu, Renchu Guan, Yanchun Liang
2010 J jnl
A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images.
IEEE Trans. Geosci. Remote. Sens.
Claudio Persello, Lorenzo Bruzzone
2010 J jnl
A Novel Technique for Subpixel Image Classification Based on Support Vector Machine.
IEEE Trans. Image Process.
Francesca Bovolo, Lorenzo Bruzzone, Lorenzo Carlin
2010 C conf
A conceptual framework for change detection in very high resolution remote sensing images.
IGARSS
Lorenzo Bruzzone, Francesca Bovolo
2010 C conf
A nearly lossless 2d representation and characterization of change information in multispectral images.
IGARSS
Francesca Bovolo, Silvia Marchesi, Lorenzo Bruzzone
2010 C conf
A registration-noise driven technique for the alignment of VHR remote sensing images.
IGARSS
Silvia Marchesi, Lorenzo Bruzzone
2010 J jnl
A support vector domain method for change detection in multitemporal images.
Pattern Recognit. Lett.
Francesca Bovolo, Gustavo Camps-Valls, Lorenzo Bruzzone
2010 — conf
Analysis of polarimetric RADARSAT2 images for soil moisture retrieval in an alpine catchment.
SAR
Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Georg Niedrist, U. Tappainer, Marc Zebisch, Fabio Del Frate, Gaia Vaglio Laurin
2010 J jnl
Analysis of the Effects of Pansharpening in Change Detection on VHR Images.
IEEE Geosci. Remote. Sens. Lett.
Francesca Bovolo, Lorenzo Bruzzone, Luca Capobianco, Andrea Garzelli, Silvia Marchesi, Filippo Nencini
2010 J jnl
Building Height Retrieval From VHR SAR Imagery Based on an Iterative Simulation and Matching Technique.
IEEE Trans. Geosci. Remote. Sens.
Dominik Brunner, Guido Lemoine, Lorenzo Bruzzone, Harm Greidanus
2010 C conf
Building detection and radar footprint reconstruction from single VHR SAR images.
IGARSS
Adamo Ferro, Dominik Brunner, Lorenzo Bruzzone
2010 C conf
Change detection for earthquake damage assessment in built-up areas using very high resolution optical and SAR imagery.
IGARSS
Dominik Brunner, Lorenzo Bruzzone, Guido Lemoine
2010 — conf
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis.
WHISPERS
Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone
2010 C conf
Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques.
IGARSS
Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2010 J jnl
Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy.
IEEE Trans. Pattern Anal. Mach. Intell.
Lorenzo Bruzzone, Mattia Marconcini
2010 J jnl
Earthquake Damage Assessment of Buildings Using VHR Optical and SAR Imagery.
IEEE Trans. Geosci. Remote. Sens.
Dominik Brunner, Guido Lemoine, Lorenzo Bruzzone
2010 J jnl
Mean Map Kernel Methods for Semisupervised Cloud Classification.
IEEE Trans. Geosci. Remote. Sens.
Luis Gómez-Chova, Gustavo Camps-Valls, Lorenzo Bruzzone, Javier Calpe-Maravilla
2010 J jnl
Morphological Attribute Profiles for the Analysis of Very High Resolution Images.
IEEE Trans. Geosci. Remote. Sens.
Mauro Dalla Mura, Jón Atli Benediktsson, Björn Waske, Lorenzo Bruzzone
2010 C conf
Multiobjective model selection for non-linear regression techniques.
IGARSS
Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone
2010 J jnl
Neuro-fuzzy-combiner: an effective multiple classifier system.
Int. J. Knowl. Eng. Soft Data Paradigms
Ashish Ghosh, B. Uma Shankar, Lorenzo Bruzzone, Saroj K. Meher
2010 J jnl
Pattern Recognition in Remote Sensing.
Pattern Recognit. Lett.
Selim Aksoy, Nicolas H. Younan, Lorenzo Bruzzone
2010 C conf
Recent trends in classification of remote sensing data: active and semisupervised machine learning paradigms.
IGARSS
Lorenzo Bruzzone, Claudio Persello
2010 J jnl
Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Jordi Muñoz-Marí, Francesca Bovolo, Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls
2009 J jnl
A Composite Semisupervised SVM for Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Mattia Marconcini, Gustavo Camps-Valls, Lorenzo Bruzzone
2009 — conf
A Novel Approach to the Selection of Spatially Invariant Features for Classification of Hyperspectral Images.
IGARSS (2)
Claudio Persello, Lorenzo Bruzzone
2009 J jnl
A Novel Approach to the Selection of Spatially Invariant Features for the Classification of Hyperspectral Images With Improved Generalization Capability.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Claudio Persello
2009 J jnl
A Novel Context-Sensitive Semisupervised SVM Classifier Robust to Mislabeled Training Samples.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Claudio Persello
2009 — conf
Active Learning for Classification of Remote Sensing Images.
IGARSS (3)
Lorenzo Bruzzone, Claudio Persello
2009 — conf
An Adaptive Multiscale Random Field Technique for Unsupervised Change Detection in VHR Multitemporal Images.
IGARSS (4)
Francesca Bovolo, Lorenzo Bruzzone
2009 J jnl
Analysis and Adaptive Estimation of the Registration Noise Distribution in Multitemporal VHR Images.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Lorenzo Bruzzone, Silvia Marchesi
2009 J jnl
Analysis on the Use of Multiple Returns LiDAR Data for the Estimation of Tree Stems Volume.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Michele Dalponte, Nicholas C. Coops, Lorenzo Bruzzone, Damiano Gianelle
2009 J jnl
Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis.
IEEE Trans. Geosci. Remote. Sens.
Tatyana V. Bandos, Lorenzo Bruzzone, Gustavo Camps-Valls
2009 J jnl
Distributed Geospatial Data Processing Functionality to Support Collaborative and Rapid Emergency Response.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dominik Brunner, Guido Lemoine, François-Xavier Thoorens, Lorenzo Bruzzone
2009 — conf
Fusion of Hyperspectral and Lidar Remote Sensing Data for the Estimation of Tree Stem Diameters.
IGARSS (2)
Michele Dalponte, Lorenzo Bruzzone
2009 J jnl
Guest Editorial.
IEEE Trans. Geosci. Remote. Sens.
Hampapuram K. Ramapriyan, Liping Di, Lorenzo Bruzzone
2009 — conf
ICA and Kernel ICA for Change Detection in Multispectral Remote Sensing Images.
IGARSS (2)
Silvia Marchesi, Lorenzo Bruzzone
2009 — conf
Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images.
IGARSS (3)
Mauro Dalla Mura, Jón Atli Benediktsson, Björn Waske, Lorenzo Bruzzone
2009 J jnl
Toward the Automatic Updating of Land-Cover Maps by a Domain-Adaptation SVM Classifier and a Circular Validation Strategy.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Mattia Marconcini
2008 J jnl
A Context-Sensitive Clustering Technique Based on Graph-Cut Initialization and Expectation-Maximization Algorithm.
IEEE Geosci. Remote. Sens. Lett.
Mayank Tyagi, Francesca Bovolo, Ankit K. Mehra, Subhasis Chaudhuri, Lorenzo Bruzzone
2008 — conf
A Context-Sensitive Technique Robust to Registration Noise for Change Detection in Very High Resolution Multispectral Images.
IGARSS (3)
Francesca Bovolo, Lorenzo Bruzzone, Silvia Marchesi
2008 J jnl
A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini
2008 — conf
A Novel Approach to the Selection of Robust and Invariant Features for Classification of Hyperspectral Images.
IGARSS (1)
Lorenzo Bruzzone, Claudio Persello
2008 — conf
A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Multispectral and SAR Images.
IGARSS (2)
Lorenzo Bruzzone, Claudio Persello
2008 — conf
An Adaptive Technique based on Similarity Measures for Change Detection in Very High Resolution SAR Images.
IGARSS (3)
Francesca Bovolo, Lorenzo Bruzzone
2008 J jnl
An Automatic System for the Analysis and Classification of Human Atrial Fibrillation Patterns from Intracardiac Electrograms.
IEEE Trans. Biomed. Eng.
Giandomenico Nollo, Mattia Marconcini, Luca Faes, Francesca Bovolo, Flavia Ravelli, Lorenzo Bruzzone
2008 J jnl
An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images.
IEEE Geosci. Remote. Sens. Lett.
Mauro Dalla Mura, Jón Atli Benediktsson, Francesca Bovolo, Lorenzo Bruzzone
2008 — conf
Extraction of Building Heights from VHR SAR Imagery using an Iterative Simulation and Match Procedure.
IGARSS (4)
Dominik Brunner, Guido Lemoine, Lorenzo Bruzzone
2008 J jnl
Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas.
IEEE Trans. Geosci. Remote. Sens.
Michele Dalponte, Lorenzo Bruzzone, Damiano Gianelle
2008 J jnl
Multidimensional Probability Density Function Matching for Preprocessing of Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Shilpa Inamdar, Francesca Bovolo, Lorenzo Bruzzone, Subhasis Chaudhuri
2008 — conf
Semi-Supervised Remote Sensing Image Classification based on Clustering and the Mean Map Kernel.
IGARSS (4)
Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls, Javier Calpe-Maravilla
2007 J jnl
A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Susmita Ghosh, Lorenzo Bruzzone, Swarnajyoti Patra, Francesca Bovolo, Ashish Ghosh
2007 — conf
A Multiscale Change Detection Technique Robust to Registration Noise.
PReMI
Lorenzo Bruzzone, Francesca Bovolo, Silvia Marchesi
2007 J jnl
A Split-Based Approach to Unsupervised Change Detection in Large-Size Multitemporal Images: Application to Tsunami-Damage Assessment.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Lorenzo Bruzzone
2007 J jnl
A Support Vector Domain Description Approach to Supervised Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jordi Muñoz-Marí, Lorenzo Bruzzone, Gustavo Camps-Valls
2007 J jnl
A Theoretical Framework for Unsupervised Change Detection Based on Change Vector Analysis in the Polar Domain.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Lorenzo Bruzzone
2007 C conf
An unsupervised change detection technique based on Bayesian initialization and semisupervised SVM.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini
2007 C conf
Building characterisation in VHR SAR data acquired under controlled EMSL conditions.
IGARSS
Dominik Brunner, Guido Lemoine, Joaquim Fortuny-Guasch, Lorenzo Bruzzone
2007 C conf
Classification of hyperspectral data by continuation semi-supervised SVM.
IGARSS
Mingmin Chi, Lorenzo Bruzzone
2007 C conf
Fusion of spectral and spatial information by a novel SVM classification technique.
IGARSS
Lorenzo Bruzzone, Mattia Marconcini, Claudio Persello
2007 J jnl
Image thresholding based on the EM algorithm and the generalized Gaussian distribution.
Pattern Recognit.
Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani
2007 J jnl
Introduction to the Special Section on Image Information Mining for Earth Observation Data.
IEEE Trans. Geosci. Remote. Sens.
Mihai Datcu, Sergio d'Elia, Roger L. King, Lorenzo Bruzzone
2007 C conf
Partially-supervised updating of land-cover maps: A P
IGARSS
Mattia Marconcini, Lorenzo Bruzzone
2007 J jnl
Semisupervised Classification of Hyperspectral Images by SVMs Optimized in the Primal.
IEEE Trans. Geosci. Remote. Sens.
Mingmin Chi, Lorenzo Bruzzone
2006 J jnl
A Model-Based Approach to Multiresolution Fusion in Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens.
Manjunath V. Joshi, Lorenzo Bruzzone, Subhasis Chaudhuri
2006 J jnl
A Multilevel Context-Based System for Classification of Very High Spatial Resolution Images.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Lorenzo Carlin
2006 C conf
A Novel Context-Sensitive SVM for Classification of Remote Sensing Images.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini
2006 C conf
A Novel Theoretical Framework for Unsupervised Change Detection Based on CVA in Polar Domain.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone
2006 J jnl
A Novel Transductive SVM for Semisupervised Classification of Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Mingmin Chi, Mattia Marconcini
2006 J jnl
A multiscale expectation-maximization semisupervised classifier suitable for badly posed image classification.
IEEE Trans. Image Process.
Andrea Baraldi, Lorenzo Bruzzone, Palma Blonda
2006 C conf
Advanced Processing of Hyperspectral Images.
IGARSS
Antonio J. Plaza, Jón Atli Benediktsson, Joseph W. Boardman, Jason Brazile, Lorenzo Bruzzone, Gustavo Camps-Valls, Jocelyn Chanussot, Mathieu Fauvel, Paolo Gamba, J. Anthony Gualtieri, James C. Tilton, Giovanna Trianni
2006 J jnl
An ensemble-driven
Pattern Recognit. Lett.
Mingmin Chi, Lorenzo Bruzzone
2006 J jnl
Automatic Spectral Rule-Based Preliminary Mapping of Calibrated Landsat TM and ETM+ Images.
IEEE Trans. Geosci. Remote. Sens.
Andrea Baraldi, Virginia Puzzolo, Palma Blonda, Lorenzo Bruzzone, Cristina Tarantino
2006 J jnl
Automatic identification of the number and values of decision thresholds in the log-ratio image for change detection in SAR images.
IEEE Geosci. Remote. Sens. Lett.
Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani
2006 J jnl
Badly posed classification of remotely sensed images-an experimental comparison of existing data labeling systems.
IEEE Trans. Geosci. Remote. Sens.
Andrea Baraldi, Lorenzo Bruzzone, Palma Blonda, Lorenzo Carlin
2006 — conf
Neuro-Fuzzy Fusion: A New Approach to Multiple Classifier System.
ICIT
Saroj K. Meher, Ashish Ghosh, B. Uma Shankar, Lorenzo Bruzzone
2006 — conf
Remote Sensing Image Classification: A Neuro-fuzzy MCS Approach.
ICVGIP
B. Uma Shankar, Saroj K. Meher, Ashish Ghosh, Lorenzo Bruzzone
2006 J jnl
Robust support vector regression for biophysical variable estimation from remotely sensed images.
IEEE Geosci. Remote. Sens. Lett.
Gustavo Camps-Valls, Lorenzo Bruzzone, José Luis Rojo-Álvarez, Farid Melgani
2005 — conf
A Context-Sensitive Technique Based on Support Vector Machines for Image Classification.
PReMI
Francesca Bovolo, Lorenzo Bruzzone
2005 — conf
A Novel T
PReMI
Lorenzo Bruzzone, Mattia Marconcini
2005 J jnl
A context-sensitive Bayesian technique for the partially supervised classification of multitemporal images.
IEEE Geosci. Remote. Sens. Lett.
Roberto Cossu, Subhasis Chaudhuri, Lorenzo Bruzzone
2005 J jnl
A detail-preserving scale-driven approach to change detection in multitemporal SAR images.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Lorenzo Bruzzone
2005 C conf
A multilevel parcel-based approach to change detection in very high resolution multitemporal images.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone
2005 C conf
A novel T
IGARSS
Lorenzo Bruzzone, Mattia Marconcini
2005 J jnl
A semilabeled-sample-driven bagging technique for ill-posed classification problems.
IEEE Geosci. Remote. Sens. Lett.
Mingmin Chi, Lorenzo Bruzzone
2005 — conf
An adaptive multiscale approach to unsupervised change detection in multitemporal SAR images.
ICIP (1)
Francesca Bovolo, Lorenzo Bruzzone
2005 J jnl
An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images.
IEEE Trans. Geosci. Remote. Sens.
Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani
2005 J jnl
Kernel-based methods for hyperspectral image classification.
IEEE Trans. Geosci. Remote. Sens.
Gustavo Camps-Valls, Lorenzo Bruzzone
2005 J jnl
Quality assessment of classification and cluster maps without ground truth knowledge.
IEEE Trans. Geosci. Remote. Sens.
Andrea Baraldi, Lorenzo Bruzzone, Palma Blonda
2005 J jnl
Robust multiple estimator systems for the analysis of biophysical parameters from remotely sensed data.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Farid Melgani
2005 C conf
Transductive SVMs for semisupervised classification of hyperspectral data.
IGARSS
Lorenzo Bruzzone, Mingmin Chi, Mattia Marconcini
2005 — conf
Unsupervised Classification of Remote Sensing Data Using Graph Cut-Based Initialization.
PReMI
Mayank Tyagi, Ankit K. Mehra, Subhasis Chaudhuri, Lorenzo Bruzzone
2004 C conf
A multilevel hierarchical approach to classification of high spatial resolution images with support vector machines.
IGARSS
Lorenzo Bruzzone, Lorenzo Carlin, Farid Melgani
2004 J jnl
An advanced system for the automatic classification of multitemporal SAR images.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Mattia Marconcini, Urs Wegmüller, Andreas Wiesmann
2004 C conf
An approach to unsupervised change detection in multitemporal SAR images based on the Generalized Gaussian distribution.
IGARSS
Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani
2004 J jnl
Classification of hyperspectral remote sensing images with support vector machines.
IEEE Trans. Geosci. Remote. Sens.
Farid Melgani, Lorenzo Bruzzone
2004 J jnl
Detection of land-cover transitions by combining multidate classifiers.
Pattern Recognit. Lett.
Lorenzo Bruzzone, Roberto Cossu, Gianni Vernazza
2004 C conf
Estimation of biophysical parameters from optical remote-sensing images with high-order residues.
IGARSS
Farid Melgani, Lorenzo Bruzzone
2003 C conf
A data fusion approach to unsupervised change detection.
IGARSS
Lorenzo Bruzzone, Farid Melgani
2003 C conf
A residual-based technique for the estimation of biophysical parameters from remote-sensing images.
IGARSS
Farid Melgani, Lorenzo Bruzzone
2003 J jnl
An adaptive approach to reducing registration noise effects in unsupervised change detection.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Roberto Cossu
2003 C conf
An advanced classification system based on the back-propagation of consensus.
IGARSS
Lorenzo Bruzzone, Farid Melgani
2003 C conf
Forest environmental reporting services.
IGARSS
Espen Volden, Lorenzo Bruzzone, J. Romero, A. Lumicisi, Olga Renda, R. la Fortezza, E. Tomppo, H. Aalde
2003 J jnl
Foreword special issue on analysis of multitemporal remote sensing images.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Paul C. Smits, James C. Tilton
2002 J jnl
A multiple-cascade-classifier system for a robust and partially unsupervised updating of land-cover maps.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Roberto Cossu
2002 J jnl
A partially unsupervised cascade classifier for the analysis of multitemporal remote-sensing images.
Pattern Recognit. Lett.
Lorenzo Bruzzone, Diego Fernández-Prieto
2002 J jnl
An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing images.
IEEE Trans. Image Process.
Lorenzo Bruzzone, Diego Fernández-Prieto
2002 C conf
An unsupervised change detection technique robust to registration noise.
IGARSS
Lorenzo Bruzzone, Roberto Cossu
2002 J jnl
Combining parametric and non-parametric algorithms for a partially unsupervised classification of multitemporal remote-sensing images.
Inf. Fusion
Lorenzo Bruzzone, Roberto Cossu, Gianni Vernazza
2002 J jnl
Image fusion techniques for remote sensing applications.
Inf. Fusion
Giovanni Simone, Alfonso Farina, Francesco Carlo Morabito, Sebastiano B. Serpico, Lorenzo Bruzzone
2002 C conf
Support vector machines for classification of hyperspectral remote-sensing images.
IGARSS
Farid Melgani, Lorenzo Bruzzone
2001 — conf
A Robust Multiple Classifier System for a Partially Unsupervised Updating of Land-Cover Maps.
Multiple Classifier Systems
Lorenzo Bruzzone, Roberto Cossu
2001 J jnl
A new search algorithm for feature selection in hyperspectral remote sensing images.
IEEE Trans. Geosci. Remote. Sens.
Sebastiano B. Serpico, Lorenzo Bruzzone
2001 J jnl
Unsupervised retraining of a maximum likelihood classifier for the analysis of multitemporal remote sensing images.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Diego Fernández-Prieto
2000 J jnl
An approach to feature selection and classification of remote sensing images based on the Bayes rule for minimum cost.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone
2000 J jnl
Automatic analysis of the difference image for unsupervised change detection.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Diego Fernández-Prieto
2000 J jnl
Combination of neural and statistical algorithms for supervised classification of remote-sensing image.
Pattern Recognit. Lett.
Giorgio Giacinto, Fabio Roli, Lorenzo Bruzzone
2000 — conf
Combining Parametric and Nonparametric Classifiers for an Unsupervised Updating of Land-Cover Maps.
Multiple Classifier Systems
Lorenzo Bruzzone, Roberto Cossu, Diego Fernández-Prieto
1999 J jnl
A neural-statistical approach to multitemporal and multisource remote-sensing image classification.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Diego Fernández-Prieto, Sebastiano B. Serpico
1999 J jnl
A technique for the selection of kernel-function parameters in RBF neural networks for classification of remote-sensing images.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Diego Fernández-Prieto
1999 — conf
An MRF Approach to Unsupervised Change Detection.
ICIP (1)
Lorenzo Bruzzone, Diego Fernández-Prieto
1999 J jnl
An incremental-learning neural network for the classification of remote-sensing images.
Pattern Recognit. Lett.
Lorenzo Bruzzone, Diego Fernández-Prieto
1998 J jnl
A simple upper bound to the Bayes error probability for feature selection.
Kybernetika
Lorenzo Bruzzone, Sebastiano B. Serpico
1998 J jnl
Structured neural networks for signal classification.
Signal Process.
Lorenzo Bruzzone, Fabio Roli, Sebastiano B. Serpico
1997 J jnl
An iterative technique for the detection of land-cover transitions in multitemporal remote-sensing images.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Sebastiano B. Serpico
1997 J jnl
Classification of imbalanced remote-sensing data by neural networks.
Pattern Recognit. Lett.
Lorenzo Bruzzone, Sebastiano B. Serpico
1996 J jnl
An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images.
Pattern Recognit. Lett.
Sebastiano B. Serpico, Lorenzo Bruzzone, Fabio Roli
1996 B conf
Classification of multisensor remote-sensing images by multiple structured neural networks.
ICPR
Fabio Roli, Sebastiano B. Serpico, Lorenzo Bruzzone
1996 — conf
Classification of multispectral remote-sensing images by neural networks.
EUSIPCO
Fabio Roli, Sebastiano B. Serpico, Lorenzo Bruzzone, Gianni Vernazza
1995 J jnl
An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bruzzone, Fabio Roli, Sebastiano B. Serpico
1995 Misc conf
Crack Detection by a Measure of Texture Anisotropy.
ICIAP
Lorenzo Bruzzone, Fabio Roli, Sebastiano B. Serpico