Jón Atli Benediktsson

396 papers A* 1B 3C 98Misc 3Journal 242Unranked 43
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hierarchical Feature Fusion Triple Network for Change Detection With Bitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Tianyv Yang, Pingdong Zhong, Weiwei Sun, Jón Atli Benediktsson, Junhuai Li
2025 J jnl
Hyperspectral Imaging.
CoRR
Danfeng Hong, Chenyu Li, Naoto Yokoya, Bing Zhang, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2025 J jnl
Land cover change detection with hyperspectral remote sensing images: A survey.
Inf. Fusion
Zhiyong Lv, Ming Zhang, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Tongfei Liu
2025 A* conf
MM-Tracker: Motion Mamba for UAV-platform Multiple Object Tracking.
AAAI
Mufeng Yao, Jinlong Peng, Qingdong He, Bo Peng, Hao Chen, Mingmin Chi, Chao Liu, Jón Atli Benediktsson
2025 J jnl
Physical Interpretation of Microwave Emission From Snow-Covered Stratified Sea Ice With Rough Boundaries.
IEEE Trans. Geosci. Remote. Sens.
Ying Yang, Kun-Shan Chen, Jón Atli Benediktsson, Magnús Örn Úlfarsson
2024 J jnl
DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering.
IEEE Trans. Neural Networks Learn. Syst.
J. Senthilnath, Nagaraj G, Sumanth Simha C, Sushant Kulkarni, Meenakumari Thapa, Indiramma M, Jón Atli Benediktsson
2024 J jnl
Effective Motion Modeling for UAV-platform Multiple Object Tracking with Re-Margin Loss.
CoRR
Mufeng Yao, Jinlong Peng, Qingdong He, Bo Peng, Hao Chen, Mingmin Chi, Chao Liu, Jón Atli Benediktsson
2024 J jnl
Evolving Restricted Boltzmann Machine-Kohonen Network for Online Clustering.
CoRR
J. Senthilnath, Adithya Bhattiprolu, Ankur Singh, Bangjian Zhou, Min Wu, Jón Atli Benediktsson, Xiaoli Li
2024 J jnl
Exploring Transformer-Based Direction-of-Arrival Estimation Over Sea Surface: A BERT Approach With Physics-Based Loss Function.
IEEE Trans. Geosci. Remote. Sens.
Xiuyi Zhao, Jón Atli Benediktsson, Ying Yang, Kun-Shan Chen, Magnús Örn Úlfarsson
2024 J jnl
Iterative Sample Generation and Balance Approach for Improving Hyperspectral Remote Sensing Imagery Classification With Deep Learning Network.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Pengfei Zhang, Linfu Xie, Jón Atli Benediktsson, Tao Lei
2024 J jnl
Iterative Training Sample Augmentation for Enhancing Land Cover Change Detection Performance With Deep Learning Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Zhiyong Lv, Haitao Huang, Weiwei Sun, Meng Jia, Jón Atli Benediktsson, Fengrui Chen
2024 J jnl
Pansharpening Based on Multimodal Texture Correction and Adaptive Edge Detail Fusion.
Remote. Sens.
Danfeng Liu, Enyuan Wang, Liguo Wang, Jón Atli Benediktsson, Jianyu Wang, Lei Deng
2024 J jnl
Sample Iterative Enhancement Approach for Improving Classification Performance of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Lv, Pengfei Zhang, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Peng Li
2024 J jnl
Small-Sample Classification for Hyperspectral Images With EPF-Based Smooth Ordering.
IEEE Trans. Geosci. Remote. Sens.
Zhijing Ye, Liming Zhang, Chengyong Zheng, Jiangtao Peng, Jón Atli Benediktsson
2024 J jnl
SpectralGPT: Spectral Remote Sensing Foundation Model.
IEEE Trans. Pattern Anal. Mach. Intell.
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2023 J jnl
Augmented GBM Nonlinear Model to Address Spectral Variability for Hyperspectral Unmixing.
Remote. Sens.
Linghong Meng, Danfeng Liu, Liguo Wang, Jón Atli Benediktsson, Xiaohan Yue, Yuetao Pan
2023 J jnl
Deep-Learning-Based 3-D Surface Reconstruction - A Survey.
Proc. IEEE
Anis Farshian, Markus Götz, Gabriele Cavallaro, Charlotte Debus, Matthias Nießner, Jón Atli Benediktsson, Achim Streit
2023 J jnl
Foreword.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jón Atli Benediktsson, Melba M. Crawford, John P. Kerekes, Jie Shan
2023 J jnl
Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection With Homogeneous and Heterogeneous Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Jie Liu, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Xiuping Jia
2023 J jnl
IESRGAN: Enhanced U-Net Structured Generative Adversarial Network for Remote Sensing Image Super-Resolution Reconstruction.
Remote. Sens.
Xiaohan Yue, Danfeng Liu, Liguo Wang, Jón Atli Benediktsson, Linghong Meng, Lei Deng
2023 J jnl
Novel Adaptive Region Spectral-Spatial Features for Land Cover Classification With High Spatial Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Pengfei Zhang, Weiwei Sun, Jón Atli Benediktsson, Junhuai Li, Wei Wang
2023 J jnl
Novel Enhanced UNet for Change Detection Using Multimodal Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Lv, Haitao Huang, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Junhuai Li
2023 J jnl
Novel Land-Cover Classification Approach With Nonparametric Sample Augmentation for Hyperspectral Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Pengfei Zhang, Weiwei Sun, Jón Atli Benediktsson, Tao Lei
2023 J jnl
Novel Piecewise Distance Based on Adaptive Region Key-Points Extraction for LCCD With VHR Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Pingdong Zhong, Wei Wang, Zhenzhen You, Jón Atli Benediktsson, Cheng Shi
2023 J jnl
Novel Spatial-Spectral Channel Attention Neural Network for Land Cover Change Detection with Remote Sensed Images.
Remote. Sens.
Xu Yang, Zhiyong Lv, Jón Atli Benediktsson, Fengrui Chen
2023 J jnl
Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Ming Zhang, Weiwei Sun, Jón Atli Benediktsson, Tao Lei, Nicola Falco
2023 J jnl
SpectralGPT: Spectral Foundation Model.
CoRR
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2022 J jnl
A General Spline-Based Method for Centerline Extraction from Different Segmented Road Maps in Remote Sensing Imagery.
Remote. Sens.
Fanghong Xiao, Ling Tong, Yuxia Li, Shiyu Luo, Jón Atli Benediktsson
2022 J jnl
A Pan-Sharpening Method with Beta-Divergence Non-Negative Matrix Factorization in Non-Subsampled Shear Transform Domain.
Remote. Sens.
Yuetao Pan, Danfeng Liu, Liguo Wang, Jón Atli Benediktsson, Shishuai Xing
2022 J jnl
Asymmetric Hash Code Learning for Remote Sensing Image Retrieval.
CoRR
Weiwei Song, Zhi Gao, Renwei Dian, Pedram Ghamisi, Yongjun Zhang, Jón Atli Benediktsson
2022 J jnl
Asymmetric Hash Code Learning for Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Song, Zhi Gao, Renwei Dian, Pedram Ghamisi, Yongjun Zhang, Jón Atli Benediktsson
2022 J jnl
Automatic Landslide Inventory Mapping Approach Based on Change Detection Technique With Very-High-Resolution Images.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Lv, Tongfei Liu, Robert Wang, Jón Atli Benediktsson, Sudipan Saha
2022 J jnl
BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery.
IEEE Trans. Geosci. Remote. Sens.
J. Senthilnath, Abhishek Kumar, Anurag Jain, K. Harikumar, Meenakumari Thapa, Suresh Sundaram, Gautham Anand, Jón Atli Benediktsson
2022 J jnl
DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering.
CoRR
J. Senthilnath, Nagaraj G, Sumanth Simha C, Sushant Kulkarni, Meenakumari Thapa, Indiramma M, Jón Atli Benediktsson
2022 J jnl
Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective.
Proc. IEEE
Zhiyong Lv, Haitao Huang, Xinghua Li, Minghua Zhao, Jón Atli Benediktsson, Weiwei Sun, Nicola Falco
2022 J jnl
Landslide Inventory Mapping on VHR Images via Adaptive Region Shape Similarity.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Fengjun Wang, Weiwei Sun, Zhenzhen You, Nicola Falco, Jón Atli Benediktsson
2022 J jnl
Novel Automatic Approach for Land Cover Change Detection by Using VHR Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Lv, Fengjun Wang, Tongfei Liu, XiangBing Kong, Jón Atli Benediktsson
2022 J jnl
Object-Based Sorted-Histogram Similarity Measurement for Detecting Land Cover Change With VHR Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Lv, Xuan Yang, Xiaokang Zhang, Jón Atli Benediktsson
2022 J jnl
Predicting Classification Performance for Benchmark Hyperspectral Datasets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bin Zhao, Haukur Isfeld Ragnarsson, Magnus O. Ulfarsson, Gabriele Cavallaro, Jón Atli Benediktsson
2022 J jnl
Simple Multiscale UNet for Change Detection With Heterogeneous Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Lv, Haitao Huang, Lipeng Gao, Jón Atli Benediktsson, Minghua Zhao, Cheng Shi
2022 J jnl
Spatial-Spectral Attention Network Guided With Change Magnitude Image for Land Cover Change Detection Using Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Fengjun Wang, Guoqing Cui, Jón Atli Benediktsson, Tao Lei, Weiwei Sun
2022 J jnl
Training Samples Enriching Approach for Classification Improvement of VHR Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Lv, Guangfei Li, Jixing Yan, Jón Atli Benediktsson, Zhenzhen You
2021 J jnl
A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Shuang Li, Jiayi Li, Xiuping Jia, Jun Li, Xiao Xiang Zhu, Jón Atli Benediktsson
2021 J jnl
Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Song, Shutao Li, Jón Atli Benediktsson
2021 J jnl
Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhiyong Lv, Fengjun Wang, Linfu Xie, Weiwei Sun, Nicola Falco, Jón Atli Benediktsson, Zhenzhen You
2021 J jnl
Distributed Computing for Remotely Sensed Data Processing.
Proc. IEEE
Jón Atli Benediktsson, Zebin Wu
2021 J jnl
FPA clust: evaluation of the flower pollination algorithm for data clustering.
Evol. Intell.
J. Senthilnath, Sushant Kulkarni, Suresh Sundaram, Xin-She Yang, Jón Atli Benediktsson
2021 J jnl
Functional Feature Extraction for Hyperspectral Image Classification With Adaptive Rational Function Approximation.
IEEE Trans. Geosci. Remote. Sens.
Zhijing Ye, Tao Qian, Liming Zhang, Lei Dai, Hong Li, Jón Atli Benediktsson
2021 J jnl
Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Guangfei Li, Zhenong Jin, Jón Atli Benediktsson, Giles M. Foody
2021 J jnl
Local Histogram-Based Analysis for Detecting Land Cover Change Using VHR Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Lv, Tongfei Liu, Cheng Shi, Jón Atli Benediktsson
2021 C conf
Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing.
IGARSS
Morris Riedel, Gabriele Cavallaro, Jón Atli Benediktsson
2021 J jnl
Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures.
IEEE Trans. Cybern.
Zebin Wu, Jin Sun, Yi Zhang, Yaoqin Zhu, Jun Li, Antonio Plaza, Jón Atli Benediktsson, Zhihui Wei
2020 J jnl
Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery.
Remote. Sens.
J. Senthilnath, Neelanshi Varia, Akanksha Dokania, Gaotham Anand, Jón Atli Benediktsson
2020 J jnl
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep.
CoRR
Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jón Atli Benediktsson
2020 J jnl
Hyperspectral Mixed Gaussian and Sparse Noise Reduction.
IEEE Geosci. Remote. Sens. Lett.
Behnood Rasti, Pedram Ghamisi, Jón Atli Benediktsson
2020 J jnl
Landslide Inventory Mapping With Bitemporal Aerial Remote Sensing Images Based on the Dual-Path Fully Convolutional Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhiyong Lv, Tongfei Liu, XiangBing Kong, Cheng Shi, Jón Atli Benediktsson
2020 J jnl
Object-Oriented Key Point Vector Distance for Binary Land Cover Change Detection Using VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Tongfei Liu, Jón Atli Benediktsson
2020 J jnl
Spatially Enhanced Spectral Unmixing Through Data Fusion of Spectral and Visible Images from Different Sensors.
Remote. Sens.
Fadi Kizel, Jón Atli Benediktsson
2020 J jnl
Supervised Functional Data Discriminant Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhijing Ye, Jiaqing Chen, Hong Li, Yantao Wei, Guangrun Xiao, Jón Atli Benediktsson
2019 — conf
A Class-Oriented Visualization Method for Hyperspectral Imagery.
ICSAI
Danfeng Liu, Jón Atli Benediktsson
2019 J jnl
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Li, Xin Huang, Ting Hu, Xiuping Jia, Jón Atli Benediktsson
2019 C conf
A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery.
IGARSS
Ting Hu, Xin Huang, Jiayi Li, Jón Atli Benediktsson, Jiansi Yang, Jianya Gong
2019 C conf
A metrological spectral difference space for the statistical modelling of hyperspectral images.
IGARSS
Hilda Deborah, Noël Richard, Magnús Örn Úlfarsson, Jón Atli Benediktsson, Jon Yngve Hardeberg
2019 J jnl
Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yushi Chen, Kaiqiang Zhu, Lin Zhu, Xin He, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification.
Remote. Sens.
Kaiqiang Zhu, Yushi Chen, Pedram Ghamisi, Xiuping Jia, Jón Atli Benediktsson
2019 J jnl
Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images.
CoRR
Weiwei Song, Shutao Li, Jón Atli Benediktsson
2019 J jnl
Deep Learning for Hyperspectral Image Classification: An Overview.
CoRR
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Deep Learning for Hyperspectral Image Classification: An Overview.
IEEE Trans. Geosci. Remote. Sens.
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Puhong Duan, Xudong Kang, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Hyperspectral Image Classification With Squeeze Multibias Network.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Guangyun Liu, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Multisensor Composite Kernels Based on Extreme Learning Machines.
IEEE Geosci. Remote. Sens. Lett.
Pedram Ghamisi, Behnood Rasti, Jón Atli Benediktsson
2019 J jnl
Novel Adaptive Histogram Trend Similarity Approach for Land Cover Change Detection by Using Bitemporal Very-High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Tongfei Liu, Penglin Zhang, Jón Atli Benediktsson, Tao Lei, Xiaokang Zhang
2019 J jnl
Novel Land Cover Change Detection Method Based on k-Means Clustering and Adaptive Majority Voting Using Bitemporal Remote Sensing Images.
IEEE Access
Zhiyong Lv, Tongfei Liu, Cheng Shi, Jón Atli Benediktsson, Hejuan Du
2019 J jnl
Novel Multi-Scale Filter Profile-Based Framework for VHR Remote Sensing Image Classification.
Remote. Sens.
Zhiyong Lv, Guangfei Li, Yixiang Chen, Jón Atli Benediktsson
2019 J jnl
Remote Sensing Big Data Classification with High Performance Distributed Deep Learning.
Remote. Sens.
Rocco Sedona, Gabriele Cavallaro, Jenia Jitsev, Alexandre Strube, Morris Riedel, Jón Atli Benediktsson
2019 J jnl
Remotely sensed big data: evolution in model development for information extraction [point of view].
Proc. IEEE
Bing Zhang, Zhengchao Chen, Dailiang Peng, Jón Atli Benediktsson, Bo Liu, Lei Zou, Jun Li, Antonio Plaza
2019 J jnl
Scanning the Issue.
Proc. IEEE
Bing Zhang, Y. Zeng, Q. Wu, R. Zhang, Alexander B. Magoun, Zhengchao Chen, Dailiang Peng, Jón Atli Benediktsson, Bo Liu, Lei Zou, Jun Li, Antonio J. Plaza, Krishna Shenai
2019 J jnl
Spatial Density Peak Clustering for Hyperspectral Image Classification With Noisy Labels.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Xiaofei Zhang, Xudong Kang, Jinping Wang, Jón Atli Benediktsson
2019 J jnl
Spatial-Spectral Feature Fusion Coupled with Multi-Scale Segmentation Voting Decision for Detecting Land Cover Change with VHR Remote Sensing Images.
Remote. Sens.
Zhifeng Zheng, Jiannong Cao, Zhiyong Lv, Jón Atli Benediktsson
2019 J jnl
Vegetation Cover Estimation Using Convolutional Neural Networks.
IEEE Access
Mohammed Ghazal, Ali Mahmoud, Ali Aslantas, Ahmed Soliman, Ahmed Shalaby, Jón Atli Benediktsson, Ayman El-Baz
2018 — conf
Classification of Multi-Spectral Satellite Image Using Hierarchical Clustering Algorithms.
SSCI
Sushant Kulkarni, Senthilnath Jayavelu, Jón Atli Benediktsson
2018 J jnl
Contextual Online Dictionary Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wei Fu, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
2018 — conf
Data Fusion of Spectral and Visible Images for Resolution Enhancement of Fraction Maps Through Neural Network and Spatial Statistical Features.
WHISPERS
Fadi Kizel, Jón Atli Benediktsson
2018 J jnl
Decolorization-Based Hyperspectral Image Visualization.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Puhong Duan, Shutao Li, Jón Atli Benediktsson
2018 J jnl
Detection and Correction of Mislabeled Training Samples for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Puhong Duan, Xuanlin Xiang, Shutao Li, Jón Atli Benediktsson
2018 J jnl
Extended Random Walker for Shadow Detection in Very High Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Yufan Huang, Shutao Li, Hui Lin, Jón Atli Benediktsson
2018 J jnl
Extinction Profiles Fusion for Hyperspectral Images Classification.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Nanjun He, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2018 J jnl
Gaussian Pyramid Based Multiscale Feature Fusion for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shutao Li, Qiaobo Hao, Xudong Kang, Jón Atli Benediktsson
2018 J jnl
Generative Adversarial Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lin Zhu, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2018 J jnl
Hyperspectral Image Denoising With Group Sparse and Low-Rank Tensor Decomposition.
IEEE Access
Zhihong Huang, Shutao Li, Leyuan Fang, Huali Li, Jón Atli Benediktsson
2018 J jnl
Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging.
Pattern Recognit.
Tong Qiao, Zhijing Yang, Jinchang Ren, Peter W. T. Yuen, Huimin Zhao, Genyun Sun, Stephen Marshall, Jón Atli Benediktsson
2018 J jnl
Land Cover Change Detection Based on Adaptive Contextual Information Using Bi-Temporal Remote Sensing Images.
Remote. Sens.
Zhiyong Lv, Tongfei Liu, Penglin Zhang, Jón Atli Benediktsson, Yixiang Chen
2018 J jnl
Landslide Inventory Mapping From Bitemporal High-Resolution Remote Sensing Images Using Change Detection and Multiscale Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhiyong Lv, Wenzhong Shi, Xiaokang Zhang, Jón Atli Benediktsson
2018 J jnl
Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Ting Hu, Jiayi Li, Qing Wang, Jón Atli Benediktsson
2018 J jnl
Multi-Scale Object Histogram Distance for LCCD Using Bi-Temporal Very-High-Resolution Remote Sensing Images.
Remote. Sens.
Zhiyong Lv, Tongfei Liu, Jón Atli Benediktsson, Tao Lei, Yiliang Wan
2018 C conf
Multi-Scale Structure Extraction for Hyperspectral Image Classification.
IGARSS
Puhong Duan, Xudong Kang, Shutao Li, Jón Atli Benediktsson
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 J jnl
Post-Processing Approach for Refining Raw Land Cover Change Detection of Very High-Resolution Remote Sensing Images.
Remote. Sens.
Zhiyong Lv, Tongfei Liu, Yiliang Wan, Jón Atli Benediktsson, Xiaokang Zhang
2018 — ed.
Proceedings of the 5th ACM International Conference on Nanoscale Computing and Communication, NANOCOM 2018, Reykjavik, Iceland, September 05-07, 2018
NANOCOM
Jón Atli Benediktsson, Falko Dressler
2018 J jnl
Refining Land Cover Classification Maps Based on Dual-Adaptive Majority Voting Strategy for Very High Resolution Remote Sensing Images.
Remote. Sens.
Guoqing Cui, Zhiyong Lv, Guangfei Li, Jón Atli Benediktsson, Yudong Lu
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
Sparse Representation-Based Augmented Multinomial Logistic Extreme Learning Machine With Weighted Composite Features for Spectral-Spatial Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling, Huimin Zhao, Meijun Sun, Jón Atli Benediktsson
2017 J jnl
A Novel Methodology to Label Urban Remote Sensing Images Based on Location-Based Social Media Photos.
Proc. IEEE
Mingmin Chi, Zhongyi Sun, Yiqing Qin, Jinsheng Shen, Jón Atli Benediktsson
2017 J jnl
A Stepwise Analytical Projected Gradient Descent Search for Hyperspectral Unmixing and Its Code Vectorization.
IEEE Trans. Geosci. Remote. Sens.
Fadi Kizel, Maxim Shoshany, Nathan S. Netanyahu, Gilad Even-Tzur, Jón Atli Benediktsson
2017 J jnl
Adaptive Spectral-Spatial Compression of Hyperspectral Image With Sparse Representation.
IEEE Trans. Geosci. Remote. Sens.
Wei Fu, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
2017 J jnl
Automatic Attribute Profiles.
IEEE Trans. Image Process.
Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Jón Atli Benediktsson
2017 J jnl
Automatic Object-Oriented, Spectral-Spatial Feature Extraction Driven by Tobler's First Law of Geography for Very High Resolution Aerial Imagery Classification.
Remote. Sens.
Zhiyong Lv, Penglin Zhang, Jón Atli Benediktsson
2017 J jnl
Automatic selection of molecular descriptors using random forest: Application to drug discovery.
Expert Syst. Appl.
Gaspar Cano, José García Rodríguez, Alberto Garcia-Garcia, Horacio Pérez Sánchez, Jón Atli Benediktsson, Anil Thapa, Alastair Barr
2017 J jnl
Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis.
IEEE Trans. Geosci. Remote. Sens.
Tong Qiao, Jinchang Ren, Zheng Wang, Jaime Zabalza, Meijun Sun, Huimin Zhao, Shutao Li, Jón Atli Benediktsson, Qingyun Dai, Stephen Marshall
2017 J jnl
From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ting Lu, Shutao Li, Leyuan Fang, Xiuping Jia, Jón Atli Benediktsson
2017 J jnl
Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Xiangping Zhang, Shutao Li, Kenli Li, Jun Li, Jón Atli Benediktsson
2017 J jnl
Hyperspectral Image Classification Using Principal Components-Based Smooth Ordering and Multiple 1-D Interpolation.
IEEE Trans. Geosci. Remote. Sens.
Zhijing Ye, Hong Li, Yalong Song, Jón Atli Benediktsson, Yuan Yan Tang
2017 J jnl
Hyperspectral Image Classification With Rotation Random Forest Via KPCA.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Peijun Du, Jocelyn Chanussot
2017 J jnl
Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation.
IEEE Trans. Instrum. Meas.
Leyuan Fang, Cheng Wang, Shutao Li, Jón Atli Benediktsson
2017 C conf
Hyperspectral image classification: A benchmark.
IGARSS
Xudong Kang, Shutao Li, Jón Atli Benediktsson
2017 C conf
Hyperspectral images classification by fusing extinction profiles feature.
IGARSS
Nanjun He, Leyuan Fang, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2017 J jnl
Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study.
CoRR
Pedram Ghamisi, Gabriele Cavallaro, Dan Wu, Jón Atli Benediktsson, Antonio Plaza
2017 C conf
Iterative clustering based active learning for hyperspectral image classification.
IGARSS
Ting Lu, Shutao Li, Jón Atli Benediktsson
2017 J jnl
Multiple Kernel Learning for Hyperspectral Image Classification: A Review.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Jocelyn Chanussot, Xiuping Jia, Jón Atli Benediktsson
2017 C conf
Multiple composite kernel learning for hyperspectral image classification.
IGARSS
Peijun Du, Junshi Xia, Pedram Ghamisi, Akira Iwasaki, Jón Atli Benediktsson
2017 J jnl
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective.
IEEE Geosci. Remote. Sens. Lett.
Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat, Jón Atli Benediktsson, Antonio Plaza
2017 J jnl
PCA-Based Edge-Preserving Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Xuanlin Xiang, Shutao Li, Jón Atli Benediktsson
2017 J jnl
Random-Walker-Based Collaborative Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bin Sun, Xudong Kang, Shutao Li, Jón Atli Benediktsson
2017 J jnl
Semi-Automatic System for Land Cover Change Detection Using Bi-Temporal Remote Sensing Images.
Remote. Sens.
Zhiyong Lv, Wenzhong Shi, Xiaocheng Zhou, Jón Atli Benediktsson
2017 C conf
Simultaneous empirical line calibration of multiple spectral images.
IGARSS
Fadi Kizel, Lorenzo Bruzzone, Jón Atli Benediktsson
2017 J jnl
Spatial Technology and Social Media [Scanningthe Issue].
Proc. IEEE
Antonio Plaza, Jón Atli Benediktsson, Jun Li, Tao Yang, Bing Zhang
2017 J jnl
Spatial Technology and Social Media in Remote Sensing: A Survey.
Proc. IEEE
Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza
2017 J jnl
Spatial technology and social media in remote sensing: challenges and opportunities [point of view].
Proc. IEEE
Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza
2017 C conf
Spectral-spatial online dictionary learning for hyperspectral image classification.
IGARSS
Wei Fu, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
2017 C conf
Tree-based supervised feature extraction method based on self-dual attribute profiles.
IGARSS
Gabriele Cavallaro, Mauro Dalla Mura, Morris Riedel, Jón Atli Benediktsson
2016 J jnl
A Generalized Image Scene Decomposition-Based System for Supervised Classification of Very High Resolution Remote Sensing Imagery.
Remote. Sens.
Zhiyong Lv, Haiqing He, Jón Atli Benediktsson, Hong Huang
2016 J jnl
A Novel Approach for Multispectral Satellite Image Classification Based on the Bat Algorithm.
IEEE Geosci. Remote. Sens. Lett.
J. Senthilnath, Sushant Kulkarni, Jón Atli Benediktsson, Xin-She Yang
2016 J jnl
A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation.
IEEE Trans. Geosci. Remote. Sens.
Dawei Wen, Xin Huang, Liangpei Zhang, Jón Atli Benediktsson
2016 J jnl
A novel semi-supervised learning framework for hyperspectral image classification.
Int. J. Wavelets Multiresolution Inf. Process.
Zhijing Ye, Hong Li, Yalong Song, Jianzhong Wang, Jón Atli Benediktsson
2016 — ch.
Analyzing Remote Sensing Images with Hierarchial Morphological Representations.
Handbook of Pattern Recognition and Computer Vision
Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson
2016 J jnl
Big Data for Remote Sensing: Challenges and Opportunities.
Proc. IEEE
Mingmin Chi, Antonio Plaza, Jón Atli Benediktsson, Zhongyi Sun, Jinsheng Shen, Yangyong Zhu
2016 J jnl
Big Data: Practical Applications [Scanning the Issue].
Proc. IEEE
Simon Haykin, Volker Tresp, Jón Atli Benediktsson
2016 J jnl
Class-Separation-Based Rotation Forest for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Jocelyn Chanussot, Peijun Du
2016 J jnl
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Yanfeng Gu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot
2016 C conf
Computational Efficiency Active Learning for classification of hyperspectral images.
IGARSS
Zhongyi Sun, Mingmin Chi, Jón Atli Benediktsson
2016 — conf
Extended extinction profile for the classification of hyperspectral images.
WHISPERS
Pedram Ghamisi, Roberto Souza, Jón Atli Benediktsson, Xiao Xiang Zhu, Letícia Rittner, Roberto A. Lotufo
2016 J jnl
Extinction Profiles for the Classification of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Pedram Ghamisi, Roberto Souza, Jón Atli Benediktsson, Xiao Xiang Zhu, Letícia Rittner, Roberto A. Lotufo
2016 C conf
Extinction profiles: A novel approach for the analysis of remote sensing data.
IGARSS
Pedram Ghamisi, Roberto Souza, Letícia Rittner, Jón Atli Benediktsson, Roberto A. Lotufo, Xiao Xiang Zhu
2016 J jnl
Generalized Differential Morphological Profiles for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Huang, Xiaopeng Han, Liangpei Zhang, Jianya Gong, Wenzhi Liao, Jón Atli Benediktsson
2016 J jnl
Hyperspectral Data Classification Using Extended Extinction Profiles.
IEEE Geosci. Remote. Sens. Lett.
Pedram Ghamisi, Roberto Souza, Jón Atli Benediktsson, Letícia Rittner, Roberto A. Lotufo, Xiao Xiang Zhu
2016 J jnl
Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, Jón Atli Benediktsson
2016 J jnl
MTF-Based Deblurring Using a Wiener Filter for CS and MRA Pansharpening Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson
2016 J jnl
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Tianzhu Liu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot
2016 J jnl
Novel Object-Based Filter for Improving Land-Cover Classification of Aerial Imagery with Very High Spatial Resolution.
Remote. Sens.
Zhiyong Lv, Wenzhong Shi, Jón Atli Benediktsson, Xiaojuan Ning
2016 J jnl
One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Md. Ali Hossain, Xiuping Jia, Jón Atli Benediktsson
2016 J jnl
Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shutao Li, Ting Lu, Leyuan Fang, Xiuping Jia, Jón Atli Benediktsson
2016 J jnl
Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis.
IEEE Trans. Geosci. Remote. Sens.
Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson
2016 C conf
Region-based classification of remote sensing images with the morphological tree of shapes.
IGARSS
Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Géraud, Nicola Falco, Jón Atli Benediktsson
2016 J jnl
Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes.
IEEE Trans. Geosci. Remote. Sens.
Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Antonio J. Plaza
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-Spectral Hyperspectral Image Classification Using Random Multiscale Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jianjun Liu, Zebin Wu, Jun Li, Liang Xiao, Antonio Plaza, Jón Atli Benediktsson
2016 J jnl
Spectral-Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Ting Lu, Shutao Li, Leyuan Fang, Yi Ma, Jón Atli Benediktsson
2016 J jnl
Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields.
Remote. Sens.
Haoyang Yu, Lianru Gao, Jun Li, Shan Shan Li, Bing Zhang, Jón Atli Benediktsson
2016 J jnl
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Xian Guo, Xin Huang, Lefei Zhang, Liangpei Zhang, Antonio J. Plaza, Jón Atli Benediktsson
2016 C conf
Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis.
IGARSS
Nicola Falco, Gabriele Cavallaro, Prashanth Reddy Marpu, Jón Atli Benediktsson
2015 J jnl
A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pedram Ghamisi, Abder-Rahman Ali, Micael S. Couceiro, Jón Atli Benediktsson
2015 J jnl
A Novel Feature Selection Approach Based on FODPSO and SVM.
IEEE Trans. Geosci. Remote. Sens.
Pedram Ghamisi, Micael S. Couceiro, Jón Atli Benediktsson
2015 J jnl
A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Qingwang Wang, Xiuping Jia, Jón Atli Benediktsson
2015 J jnl
A Survey on Spectral-Spatial Classification Techniques Based on Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens.
Pedram Ghamisi, Mauro Dalla Mura, Jón Atli Benediktsson
2015 C conf
An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia.
IGARSS
Pedram Ghamisi, Dan Wu, Gabriele Cavallaro, Jón Atli Benediktsson, Stuart R. Phinn, Nicola Falco
2015 C conf
An interactive color visualization method with multi-image fusion for hyperspectral imagery.
IGARSS
Danfeng Liu, Liguo Wang, Jón Atli Benediktsson
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 C conf
Automatic morphological attribute profiles.
IGARSS
Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jón Atli Benediktsson
2015 J jnl
Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing.
Proc. IEEE
Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot, Jón Atli Benediktsson
2015 J jnl
Classification of Hyperspectral Images by Exploiting Spectral-Spatial Information of Superpixel via Multiple Kernels.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Shutao Li, Wuhui Duan, Jinchang Ren, Jón Atli Benediktsson
2015 C conf
Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state.
IGARSS
Tuomas Häme, Teemu Mutanen, Yrjö Rauste, Oleg Antropov, Matthieu Molinier, Shaun Quegan, Euripidis Kantzas, Annikki Mäkelä, Francesco Minunno, Jón Atli Benediktsson, Nicola Falco, Kolbeinn Árnason, Rune Storvold, Jörg Haarpaintner, Vladimir Elsakov, Jussi Rasinmäki
2015 J jnl
Extended Random Walker-Based Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Shutao Li, Leyuan Fang, Meixiu Li, Jón Atli Benediktsson
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 J jnl
Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization.
IEEE Geosci. Remote. Sens. Lett.
Pedram Ghamisi, Jón Atli Benediktsson
2015 J jnl
Foreword to the Special Issue on Big Data in Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mingmin Chi, Antonio J. Plaza, Jón Atli Benediktsson, Bing Zhang, Bormin Huang
2015 J jnl
GPU Implementation of Iterative-Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Eysteinn Már Sigurðsson, Antonio Plaza, Jón Atli Benediktsson
2015 C conf
High resolution visible image completion of urban region using corresponding hyperspectral image.
IGARSS
Xudong Kang, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
2015 J jnl
Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
2015 C conf
MTF-deblurring preprocessing for CS and MRA pansharpening methods.
IGARSS
Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2015 C ed.
Mathematical Morphology and Its Applications to Signal and Image Processing - 12th International Symposium, ISMM 2015, Reykjavik, Iceland, May 27-29, 2015. Proceedings
ISMM
Jón Atli Benediktsson, Jocelyn Chanussot, Laurent Najman, Hugues Talbot
2015 C conf
Model based pansharpening method based on TV and MTF deblurring.
IGARSS
Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2015 J jnl
Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets.
IEEE Trans. Geosci. Remote. Sens.
Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson
2015 J jnl
Multiple Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza
2015 Misc conf
On Scalable Data Mining Techniques for Earth Science.
ICCS
Markus Götz, Matthias Richerzhagen, Christian Bodenstein, Gabriele Cavallaro, Philipp Glock, Morris Riedel, Jón Atli Benediktsson
2015 J jnl
On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gabriele Cavallaro, Morris Riedel, Matthias Richerzhagen, Jón Atli Benediktsson, Antonio Plaza
2015 — conf
Processing high resolution images of urban areas with self-dual attribute filters.
JURSE
Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson
2015 C conf
Scalable developments for big data analytics in remote sensing.
IGARSS
Gabriele Cavallaro, Morris Riedel, Christian Bodenstein, Philipp Glock, Matthias Richerzhagen, Markus Götz, Jón Atli Benediktsson
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 J jnl
Spectral-Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Shutao Li, Xudong Kang, Jón Atli Benediktsson
2015 J jnl
Wavelet-Based Classification of Hyperspectral Images Using Extended Morphological Profiles on Graphics Processing Units.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pablo Quesada-Barriuso, Francisco Argüello, Dora B. Heras, Jón Atli Benediktsson
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 C conf
A new framework for hyperspectral image classification using multiple spectral and spatial features.
IGARSS
Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jón Atli Benediktsson, José M. Bioucas-Dias
2014 J jnl
Accurate point matching based on multi-objective Genetic Algorithm for multi-sensor satellite imagery.
Appl. Math. Comput.
J. Senthilnath, Naveen P. Kalro, Jón Atli Benediktsson
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 C conf
An ICA based approach to hyperspectral image feature reduction.
IGARSS
Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson
2014 J jnl
Automatic Framework for Spectral-Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pedram Ghamisi, Jón Atli Benediktsson, Gabriele Cavallaro, Antonio Plaza
2014 J jnl
Automatic Spectral-Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction.
IEEE Trans. Geosci. Remote. Sens.
Pedram Ghamisi, Jón Atli Benediktsson, Johannes R. Sveinsson
2014 J jnl
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification.
Pattern Recognit. Lett.
Eysteinn Már Sigurðsson, Silvia Valero, Jón Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, Einar Stefánsson
2014 — ch.
Decision Fusion, Classification of Multisource Data.
Encyclopedia of Remote Sensing
Björn Waske, Jón Atli Benediktsson
2014 C conf
Extended random walkers for hyperspectral image classification.
IGARSS
Xudong Kang, Shutao Li, Meixiu Li, Jón Atli Benediktsson
2014 — conf
FODSPO based feature selection for hyperspectral remote sensing data.
WHISPERS
Pedram Ghamisi, Micael S. Couceiro, Jón Atli Benediktsson
2014 J jnl
Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Shutao Li, Jón Atli Benediktsson
2014 C conf
Fusion of hyperspectral and LiDAR data in classification of urban areas.
IGARSS
Pedram Ghamisi, Jón Atli Benediktsson, Stuart R. Phinn
2014 J jnl
Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Behnood Rasti, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson
2014 J jnl
Integration of Segmentation Techniques for Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Pedram Ghamisi, Micael S. Couceiro, Mathieu Fauvel, Jón Atli Benediktsson
2014 C conf
Model based PCA/wavelet fusion of multispectral and hyperspectral images.
IGARSS
Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2014 J jnl
Morphological Profiles Based on Differently Shaped Structuring Elements for Classification of Images With Very High Spatial Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhiyong Lv, Penglin Zhang, Jón Atli Benediktsson, Wenzhong Shi
2014 J jnl
Multilevel Image Segmentation Based on Fractional-Order Darwinian Particle Swarm Optimization.
IEEE Trans. Geosci. Remote. Sens.
Pedram Ghamisi, Micael S. Couceiro, Fernando Manuel Lourenço Martins, Jón Atli Benediktsson
2014 J jnl
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura
2014 J jnl
Pansharpening With Matting Model.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Shutao Li, Jón Atli Benediktsson
2014 — ch.
Pattern Recognition and Classification.
Encyclopedia of Remote Sensing
Björn Waske, Jón Atli Benediktsson
2014 J jnl
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens.
Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot
2014 C conf
Smart data analytics methods for remote sensing applications.
IGARSS
Gabriele Cavallaro, Morris Riedel, Jón Atli Benediktsson, Markus Götz, Tomas Runarsson, Kristjan Jonasson, Thomas Lippert
2014 J jnl
Spectral-Spatial Classification of Hyperspectral Images Based on Hidden Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens.
Pedram Ghamisi, Jón Atli Benediktsson, Magnus O. Ulfarsson
2014 J jnl
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation.
IEEE Geosci. Remote. Sens. Lett.
Sergio Bernabé, Prashanth Reddy Marpu, Antonio Plaza, Mauro Dalla Mura, Jón Atli Benediktsson
2014 J jnl
Spectral-Spatial Hyperspectral Image Classification With Edge-Preserving Filtering.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Shutao Li, Jón Atli Benediktsson
2014 J jnl
Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Shutao Li, Xudong Kang, Jón Atli Benediktsson
2014 C conf
Spectral-spatial hyperspectral classification via shape-adaptive sparse representation.
IGARSS
Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, Jón Atli Benediktsson
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 — conf
A comparative study of different ICA algorithms for hyperspectral image analysis.
WHISPERS
Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson
2013 J jnl
Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images.
IEEE Trans. Image Process.
Olivier Eches, Jón Atli Benediktsson, Nicolas Dobigeon, Jean-Yves Tourneret
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 J jnl
Advances in Spectral-Spatial Classification of Hyperspectral Images.
Proc. IEEE
Mathieu Fauvel, Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton
2013 J jnl
Advances in Very-High-Resolution Remote Sensing [Scanning the Issue].
Proc. IEEE
Jón Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon
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 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
Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mathieu Fauvel, Benoit Arbelot, Jón Atli Benediktsson, David Sheeren, Jocelyn Chanussot
2013 J jnl
Generalized Composite Kernel Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2013 J jnl
Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sergio Bernabé, Sergio Sánchez, Antonio Plaza, Sebastián López, Jón Atli Benediktsson, Roberto Sarmiento
2013 C conf
Hyperspectral image denoising using a new linear model and Sparse Regularization.
IGARSS
Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2013 J jnl
Land-Cover Mapping by Markov Modeling of Spatial-Contextual Information in Very-High-Resolution Remote Sensing Images.
Proc. IEEE
Gabriele Moser, Sebastiano B. Serpico, Jón Atli Benediktsson
2013 C conf
Pansharpening of remote sensing images with a matting model.
IGARSS
Xudong Kang, Shutao Li, Jón Atli Benediktsson
2013 C conf
Pansharpening via sparsity optimization using overcomplete transforms.
IGARSS
Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2013 J jnl
Parsimonious Mahalanobis kernel for the classification of high dimensional data.
Pattern Recognit.
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Alberto Villa
2013 J jnl
Semisupervised Self-Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Inmaculada Dopido, Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2013 C conf
Smooth spectral unmixing using total variation regularization and a first order roughness penalty.
IGARSS
Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2013 C conf
Sparse representation of hyperspectral data using CUR matrix decomposition.
IGARSS
Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2013 J jnl
Spectral Derivative Features for Classification of Hyperspectral Remote Sensing Images: Experimental Evaluation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiangfeng Bao, Mingmin Chi, Jón Atli Benediktsson
2013 C conf
Spectral-spatial classification based on integrated segmentation.
IGARSS
Pedram Ghamisi, Micael S. Couceiro, Mathieu Fauvel, Jón Atli Benediktsson
2013 C conf
The spectral-spatial classification of hyperspectral images based on Hidden Markov Random Field and its Expectation-Maximization.
IGARSS
Pedram Ghamisi, Jón Atli Benediktsson, Magnus O. Ulfarsson
2013 J jnl
Unsupervised methods for the classification of hyperspectral images with low spatial resolution.
Pattern Recognit.
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten, R. Dambreville
2012 J jnl
A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuliya Tarabalka, James C. Tilton, Jón Atli Benediktsson, Jocelyn Chanussot
2012 — conf
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images.
ICPRAM (1)
Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2012 C conf
A new pansharpening method using an explicit image formation model regularized via Total Variation.
IGARSS
Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2012 J jnl
A new parallel tool for classification of remotely sensed imagery.
Comput. Geosci.
Sergio Bernabé, Antonio J. Plaza, Prashanth Reddy Marpu, Jón Atli Benediktsson
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 smooth hyperspectral unmixing method using cyclic descent.
IGARSS
Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2012 J jnl
A spatial-spectral kernel-based approach for the classification of remote-sensing images.
Pattern Recognit.
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2012 J jnl
An efficient method for segmentation of images based on fractional calculus and natural selection.
Expert Syst. Appl.
Pedram Ghamisi, Micael S. Couceiro, Jón Atli Benediktsson, Nuno M. F. Ferreira
2012 J jnl
Automatic Extraction of Ellipsoidal Features for Planetary Image Registration.
IEEE Geosci. Remote. Sens. Lett.
Giulia Troglio, Jacqueline Le Moigne, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico
2012 J jnl
Classification of Pansharpened Urban Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Frosti Palsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanaes
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 C conf
Classification of hyperspectral images based on weighted DMPS.
IGARSS
Örsan Aytekin, Mauro Dalla Mura, Ilkay Ulusoy, Jón Atli Benediktsson
2012 C conf
Comparison of ITPCA and IRMAD for automatic change detection using initial change mask.
IGARSS
Nicola Falco, Prashanth Reddy Marpu, Jón Atli Benediktsson
2012 C conf
Hedges detection using local directional features and support vector data description.
IGARSS
Mathieu Fauvel, David Sheeren, Jocelyn Chanussot, Jón Atli Benediktsson
2012 C conf
Hyperspectral image denoising using 3D wavelets.
IGARSS
Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2012 C conf
Input-output-consistent domain adaptation algorithm for remote sensing data classification.
IGARSS
Mingmin Chi, Jiangfeng Bao, Xintao Chen, Jón Atli Benediktsson
2012 J jnl
Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles.
IEEE Geosci. Remote. Sens. Lett.
Giorgio Licciardi, Prashanth Reddy Marpu, Jocelyn Chanussot, Jón Atli Benediktsson
2012 — conf
Markov random field models for supervised land cover classification from very high resolution multispectral remote sensing images.
TyWRRS
Gabriele Moser, Sebastiano B. Serpico, Jón Atli Benediktsson
2012 J jnl
Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data
CoRR
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson
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
SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter.
IGARSS
Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2012 — conf
Spectral derivative features for supervised classification of remote sensing data: An experimental evaluation.
WHISPERS
Jiangfeng Bao, Mingmin Chi, Jón Atli Benediktsson
2012 J jnl
Spectral-Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach.
IEEE Trans. Image Process.
Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jón Atli Benediktsson
2012 J jnl
Very High-Resolution Remote Sensing: Challenges and Opportunities [Point of View].
Proc. IEEE
Jón Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon
2011 J jnl
A Parallel Simulated Annealing Approach to Band Selection for High-Dimensional Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yang-Lang Chang, Kun-Shan Chen, Bormin Huang, Wen-Yen Chang, Jón Atli Benediktsson, Lena Chang
2011 B conf
A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images.
ICIP
Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jón Atli Benediktsson
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 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 C conf
Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques.
IGARSS
Stijn Peeters, Prashanth Reddy Marpu, Jón Atli Benediktsson, Mauro Dalla Mura
2011 — conf
Extended morphological profiles using auto-associative neural networks for hyperspectral data classification.
WHISPERS
Giorgio Licciardi, Prashanth Reddy Marpu, Jón Atli Benediktsson, Jocelyn Chanussot
2011 C conf
Greetings from GRSS president.
IGARSS
Jón Atli Benediktsson
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
Hyperspectral Image Classification With Independent Component Discriminant Analysis.
IEEE Trans. Geosci. Remote. Sens.
Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Christian Jutten
2011 C conf
Hyperspectral change detection using IR-MAD and feature reduction.
IGARSS
Prashanth Reddy Marpu, Paolo Gamba, Jón Atli Benediktsson
2011 — conf
Hyperspectral change detection with IR-MAD and initial change mask.
WHISPERS
Prashanth Reddy Marpu, Paolo Gamba, Jón Atli Benediktsson
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 — conf
Joint spectral classification and unmixing using adaptative pixel neighborhoods.
WHISPERS
Olivier Eches, Jón Atli Benediktsson, Nicolas Dobigeon, Jean-Yves Tourneret
2011 C conf
Mahalanobis kernel based on probabilistic principal component.
IGARSS
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson
2011 Misc conf
Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery.
ICASSP
Yuliya Tarabalka, James C. Tilton, Jón Atli Benediktsson, Jocelyn Chanussot
2011 C conf
Scalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information.
IGARSS
Mingmin Chi, Jun Liu, Jiangfeng Bao, Jón Atli Benediktsson
2011 C conf
Self-dual Attribute Profiles for the Analysis of Remote Sensing Images.
ISMM
Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2011 J jnl
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution.
IEEE J. Sel. Top. Signal Process.
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten
2011 C conf
Unsupervised classification and spectral unmixing for sub-pixel labelling.
IGARSS
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten
2011 C conf
Urban area product simulation for the EnMap hyperspectral sensor.
IGARSS
Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jón Atli Benediktsson
2010 — ed.
2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010, Reykjavik, Iceland, 14-16, June, 2010
WHISPERS
Jón Atli Benediktsson, Jocelyn Chanussot, Björn Waske
2010 C conf
A multiple classifier approach for spectral-spatial classification of hyperspectral data.
IGARSS
Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton
2010 J jnl
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images.
Pattern Recognit. Lett.
Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske
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 C conf
Crater detection based on marked point processes.
IGARSS
Giulia Troglio, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico
2010 C conf
Image fusion for classification of high resolution images based on mathematical morphology.
IGARSS
Frosti Palsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanæs
2010 — conf
Independent Component Discriminant Analysis for hyperspectral image classification.
WHISPERS
Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Christian Jutten
2010 C conf
Mahalanobis kernel for the classification of hyperspectral images.
IGARSS
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson
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 J jnl
Multiple Spectral-Spatial Classification Approach for Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton
2010 J jnl
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Yuliya Tarabalka, Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2010 J jnl
Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers.
IEEE Trans. Syst. Man Cybern. Part B
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
2010 J jnl
Segmentation and classification of hyperspectral images using watershed transformation.
Pattern Recognit.
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
2010 J jnl
Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert
2010 C conf
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images.
IGARSS
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Magnus O. Ulfarsson, Christian Jutten
2010 — conf
Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach.
MCS
Giulia Troglio, Marina Alberti, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, Einar Stefánsson
2009 — conf
Band Selection for Hyperspectral Images based on Parallel Particle Swarm Optimization Schemes.
IGARSS (5)
Yang-Lang Chang, Jyh-Perng Fang, Jón Atli Benediktsson, Lena Chang, Hsuan Ren, Kun-Shan Chen
2009 — conf
Classification based Marker Selection for Watershed Transform of Hyperspectral Images.
IGARSS (3)
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
2009 — conf
Classification of hyperspectral images using automatic marker selection and Minimum Spanning Forest.
WHISPERS
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
2009 — conf
Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data.
MCS
Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson
2009 B conf
Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images.
ICIP
Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske
2009 J jnl
Ensemble Classification Algorithm for Hyperspectral Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Mingmin Chi, Qian Kun, Jón Atli Benediktsson, Rui Feng
2009 — conf
Ensemble Methods for Spectral-spatial Classification of Urban Hyperspectral Data.
IGARSS (4)
Xin-Lu Wang, Björn Waske, Jón Atli Benediktsson
2009 — conf
Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data.
MCS
Xavier Ceamanos, Björn Waske, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson
2009 — conf
Fusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification.
IGARSS (4)
Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson
2009 — conf
Hierarchical Ensemble Support Cluster Machine.
MCS
Mingmin Chi, Youdong Miao, Youze Tang, Jón Atli Benediktsson, Xuanjing Huang
2009 — conf
Impact of different morphological profiles on the classification accuracy of urban hyperspectral data.
WHISPERS
Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert
2009 J jnl
Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas.
EURASIP J. Adv. Signal Process.
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2009 — conf
Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile.
IGARSS (2)
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
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 — ed.
Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings
MCS
Jón Atli Benediktsson, Josef Kittler, Fabio Roli
2009 — conf
On the Use of ICA for Hyperspectral Image Analysis.
IGARSS (4)
Alberto Villa, Jocelyn Chanussot, Christian Jutten, Jón Atli Benediktsson, Saïd Moussaoui
2009 — conf
Speckle Reduction of SAR Images using Sure-based Adaptive Sigmoid Thresholding in the Wavelet Domain.
IGARSS (4)
Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson
2009 — conf
Speckle Reduction of TerraSAR-X Imagery using TV Segmentation.
IGARSS (4)
Johannes R. Sveinsson, Björn Waske, Jón Atli Benediktsson
2009 J jnl
Spectral-Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques.
IEEE Trans. Geosci. Remote. Sens.
Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot
2008 B conf
Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel.
ICIP
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
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
Cluster-Based Ensemble Classification for Hyperspectral Remote Sensing Images.
IGARSS (1)
Mingmin Chi, Qun Qian, Jón Atli Benediktsson
2008 — conf
Combined Wavelet and Contourlet Denoising of SAR Images.
IGARSS (3)
Johannes R. Sveinsson, Jón Atli Benediktsson
2008 J jnl
Editorial.
IEEE Trans. Geosci. Remote. Sens.
Jón Atli Benediktsson
2008 — conf
Ensemble Methods for Classification of Hyperspectral Data.
IGARSS (1)
Jón Atli Benediktsson, Xavier Ceamanos, Björn Waske, Jocelyn Chanussot, Johannes R. Sveinsson, Mathieu Fauvel
2008 — conf
Gradient Optimization for multiple kernel's parameters in support vector machines classification.
IGARSS (4)
Alberto Villa, Mathieu Fauvel, Jocelyn Chanussot, Paolo Gamba, Jón Atli Benediktsson
2008 J jnl
Michael J. Barnsley.
IEEE Trans. Geosci. Remote. Sens.
James Smith, Jón Atli Benediktsson
2008 J jnl
Model-Based Satellite Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Henrik Aanæs, Johannes R. Sveinsson, Allan Aasbjerg Nielsen, Thomas Bøvith, Jón Atli Benediktsson
2008 J jnl
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation.
Neurocomputing
Saïd Moussaoui, Hafrun Hauksdóttir, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, David Brie, Sylvain Douté, Jón Atli Benediktsson
2008 — conf
Segmentation and Classification of Hyperspectral Data using Watershed.
IGARSS (3)
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson, Jesús Angulo, Mathieu Fauvel
2008 — conf
Semi-Supervised Classifier Ensembles for Classifying Remote Sensing Data.
IGARSS (2)
Björn Waske, Jón Atli Benediktsson
2008 — conf
Speckle Reduction of SAR Images in the Bandlet Domain.
IGARSS (3)
Johannes R. Sveinsson, Zohra Semar, Jón Atli Benediktsson
2008 J jnl
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles.
IEEE Trans. Geosci. Remote. Sens.
Mathieu Fauvel, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson
2007 C conf
A joint spatial and spectral SVM's classification of panchromatic images.
IGARSS
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2007 C conf
Combined wavelet and curvelet denoising of SAR images using TV segmentation.
IGARSS
Johannes R. Sveinsson, Jón Atli Benediktsson
2007 C conf
European perspectives in hyperspectral data analysis.
IGARSS
Paolo Gamba, Antonio J. Plaza, Jón Atli Benediktsson, Jocelyn Chanussot
2007 J jnl
Fusion of Support Vector Machines for Classification of Multisensor Data.
IEEE Trans. Geosci. Remote. Sens.
Björn Waske, Jón Atli Benediktsson
2007 C conf
Fusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas.
IGARSS
Björn Waske, Gunter Menz, Jón Atli Benediktsson
2007 C conf
HYPER-I-NET: European research network on hyperspectral imaging.
IGARSS
Antonio J. Plaza, Andreas Müller, Rudolph Richter, Torbjørn Skauli, Zbynek Malenovský, José M. Bioucas-Dias, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Véronique Carrère, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jón Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski
2007 — conf
Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments.
MCS
Jón Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel
2007 C conf
On spatial priors for satellite image fusion.
IGARSS
Henrik Aanæs, Johannes R. Sveinsson, Thomas Bøvith, Jón Atli Benediktsson
2007 C conf
Smoothing of fused spectral consistent satellite images with TV-based edge detection.
IGARSS
Johannes R. Sveinsson, Henrik Aanæs, Jón Atli Benediktsson
2007 C conf
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles.
IGARSS
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Johannes R. Sveinsson
2006 C conf
A Combined Support Vector Machines Classification Based on Decision Fusion.
IGARSS
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
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
Classification of remote sensing images from urban areas using a fuzzy possibilistic model.
IEEE Geosci. Remote. Sens. Lett.
Jocelyn Chanussot, Jón Atli Benediktsson, Mathieu Fauvel
2006 J jnl
Decision Fusion for the Classification of Urban Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2006 — conf
Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data.
ICASSP (2)
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2006 C conf
Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data.
IGARSS
Jon Aevar Palmason, Jón Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot
2006 J jnl
Random Forests for land cover classification.
Pattern Recognit. Lett.
Pall Oskar Gislason, Jón Atli Benediktsson, Johannes R. Sveinsson
2006 C conf
Smoothing of Fused Spectral Consistent Satellite Images.
IGARSS
Johannes R. Sveinsson, Jón Atli Benediktsson, H. Aanass
2005 J jnl
Classification of hyperspectral data from urban areas based on extended morphological profiles.
IEEE Trans. Geosci. Remote. Sens.
Jón Atli Benediktsson, Jon Aevar Palmason, Johannes R. Sveinsson
2005 C conf
Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis.
IGARSS
Jon Aevar Palmason, Jón Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot
2005 C conf
Fusion of methods for the classification of remote sensing images from urban areas.
IGARSS
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2005 C conf
Random forest classifiers for hyperspectral data.
IGARSS
Sveinn R. Joelsson, Jón Atli Benediktsson, Johannes R. Sveinsson
2005 C conf
Spectral consistent satellite image fusion: using a high resolution panchromatic and low resolution multi-spectral images.
IGARSS
Ari Vésteinsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanæs
2005 C conf
Street tracking based on SAR data from urban areas.
IGARSS
Sigurjon O. Sigurjonsson, Jón Atli Benediktsson, Johannes R. Sveinsson, Gianni Lisini, Jocelyn Chanussot
2005 — conf
Translation invariant combined denoising algorithm.
ISCAS (5)
Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2004 C conf
Classification of remote sensing images from urban areas using a fuzzy model.
IGARSS
Jocelyn Chanussot, Jón Atli Benediktsson, Mathilde Vincent
2004 C conf
Combined wavelet and curvelet denoising of SAR images.
IGARSS
Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2004 C conf
Decision level fusion in classification of hyperspectral data from urban areas.
IGARSS
Jón Atli Benediktsson, Jon Aevar Palmason, Johannes R. Sveinsson, Jocelyn Chanussot
2004 J jnl
Exploiting spectral and spatial information in hyperspectral urban data with high resolution.
IEEE Geosci. Remote. Sens. Lett.
Fabio Dell'Acqua, Paolo Gamba, Alessio Ferrari, Jon Aevar Palmason, Jón Atli Benediktsson, Kolbeinn Árnason
2004 C conf
Random Forest classification of multisource remote sensing and geographic data.
IGARSS
Pall Oskar Gislason, Jón Atli Benediktsson, Johannes R. Sveinsson
2004 C conf
Source based feature extraction for support vector machines in hyperspectral classification.
IGARSS
Gisli H. Halldorsson, Jón Atli Benediktsson, Johannes R. Sveinsson
2003 J jnl
Almost translation invariant wavelet transformations for speckle reduction of SAR images.
IEEE Trans. Geosci. Remote. Sens.
Johannes R. Sveinsson, Jón Atli Benediktsson
2003 J jnl
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations.
IEEE Trans. Geosci. Remote. Sens.
Jón Atli Benediktsson, Martino Pesaresi, Kolbeinn Amason
2003 J jnl
Editorial.
IEEE Trans. Geosci. Remote. Sens.
William J. Emery, Jón Atli Benediktsson
2003 J jnl
Foreword to the special issue on urban remote sensing by satellite.
IEEE Trans. Geosci. Remote. Sens.
Paolo Gamba, Jón Atli Benediktsson, Graeme Wilkinson
2003 C conf
Morphological transformations and feature extraction of urban data with high spectral and spatial resolution.
IGARSS
Jon Aevar Palmason, Jón Atli Benediktsson, Kolbeinn Árnason
2003 J jnl
Multisource remote sensing data classification based on consensus and pruning.
IEEE Trans. Geosci. Remote. Sens.
Jón Atli Benediktsson, Johannes R. Sveinsson
2003 C conf
On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas.
IGARSS
Jocelyn Chanussot, Jón Atli Benediktsson, Martino Pesaresi
2003 C conf
Speckle reduction of SAR images using adaptive curvelet domain.
IGARSS
Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2003 C conf
Support vector machines in multisource classification.
IGARSS
Gisli H. Halldorsson, Jón Atli Benediktsson, Johannes R. Sveinsson
2003 C conf
Wavelet footprints for speckle reduction of SAR images.
IGARSS
Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2002 C conf
An investigation of multiple self-organizing feature maps for classification of multisource data.
IGARSS
Sigmar K. Stefansson, Jón Atli Benediktsson, Johannes R. Sveinsson
2002 J jnl
Correction to "the effect of classifier agreement on the accuracy of the combined classifier in decision level fusion".
IEEE Trans. Geosci. Remote. Sens.
Michalis Petrakos, Jón Atli Benediktsson, Ioannis Kanellopoulos
2002 C conf
Double density wavelet transformation for speckle reduction of SAR images.
IGARSS
Johannes R. Sveinsson, Jón Atli Benediktsson
2002 C conf
Morphological profiles used for classification of data from urban areas.
IGARSS
Jón Atli Benediktsson, Kolbeinn Árnason, Martino Pesaresi
2002 J jnl
Multiple classifiers applied to multisource remote sensing data.
IEEE Trans. Geosci. Remote. Sens.
Gunnar Jakob Briem, Jón Atli Benediktsson, Johannes R. Sveinsson
2002 C conf
Speckle reduction of SAR images in the curvelet domain.
IGARSS
Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson
2002 C conf
Wavelet feature extraction and genetic feature selection for multisource data.
IGARSS
Magnus O. Ulfarsson, Jón Atli Benediktsson, Johannes R. Sveinsson
2001 J jnl
A new approach for the morphological segmentation of high-resolution satellite imagery.
IEEE Trans. Geosci. Remote. Sens.
Martino Pesaresi, Jón Atli Benediktsson
2001 — conf
Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data.
Multiple Classifier Systems
Gunnar Jakob Briem, Jón Atli Benediktsson, Johannes R. Sveinsson
2001 J jnl
The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion.
IEEE Trans. Geosci. Remote. Sens.
Michalis Petrakos, Jón Atli Benediktsson, Ioannis Kanellopoulos
2000 — conf
Consensus Based Classification of Multisource Remote Sensing Data.
Multiple Classifier Systems
Jón Atli Benediktsson, Johannes R. Sveinsson
2000 C conf
Image Segmentation Based on the Derivative of the Morphological Profile.
ISMM
Martino Pesaresi, Jón Atli Benediktsson
1999 J jnl
Classification of multisource and hyperspectral data based on decision fusion.
IEEE Trans. Geosci. Remote. Sens.
Jón Atli Benediktsson, Ioannis Kanellopoulos
1997 J jnl
Hybrid consensus theoretic classification.
IEEE Trans. Geosci. Remote. Sens.
Jón Atli Benediktsson, Johannes R. Sveinsson, Philip H. Swain
1997 J jnl
Parallel consensual neural networks.
IEEE Trans. Neural Networks
Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain
1996 Misc conf
Optimized consensus theory.
ICASSP
Jón Atli Benediktsson, Johannes R. Sveinsson, Philip H. Swain
1995 J jnl
Classification and feature extraction of AVIRIS data.
IEEE Trans. Geosci. Remote. Sens.
Jón Atli Benediktsson, Johannes R. Sveinsson, Kolbeinn Amason
1993 — conf
Parallel consensual neural networks.
ICNN
Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain
1992 J jnl
Consensus theoretic classification methods.
IEEE Trans. Syst. Man Cybern.
Jón Atli Benediktsson, Philip H. Swain