Claudio Persello

90 papers C 26Journal 52Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ACPV-Net: All-Class Polygonal Vectorization for Seamless Vector Map Generation from Aerial Imagery. CoRR Weiqin Jiao, Hao Cheng, George Vosselman, Claudio Persello
2025	J	`jnl`	Deep Merge: Deep-Learning-Based Region Merging for Remote Sensing Image Segmentation. IEEE Trans. Geosci. Remote. Sens. Xianwei Lv, Claudio Persello, Wangbin Li, Xiao Huang, Dongping Ming, Alfred Stein
2025	J	`jnl`	LDPoly: Latent Diffusion for Polygonal Road Outline Extraction in Large-Scale Topographic Mapping. CoRR Weiqin Jiao, Hao Cheng, George Vosselman, Claudio Persello
2025	—	`conf`	Mapping Deprived Urban Areas with an Optimized Loss-weight Feature-guided Deep Learning Model. JURSE Paulo Silva Filho, Bedru Tareke, Claudio Persello, Raian Vargas Maretto, Renato Machado, Monika Kuffer, Ángela Abascal, Jon Wang
2024	J	`jnl`	Automatic Building Roof Plane Extraction in Urban Environments for 3D City Modelling Using Remote Sensing Data. Remote. Sens. Carlos Campoverde, Mila Koeva, Claudio Persello, Konstantin A. Maslov, Weiqin Jiao, Dessislava Petrova-Antonova
2024	J	`jnl`	Building Extraction From Very High-Resolution Remote Sensing Image With Few Data. IEEE Geosci. Remote. Sens. Lett. Zhenqi Cui, Pei Nie, Claudio Persello
2024	C	`conf`	Glacier Mapping from Sentinel-1 SAR Time Series with Deep Learning in Svalbard. IGARSS Konstantin A. Maslov, Thomas Schellenberger, Claudio Persello, Alfred Stein
2024	J	`jnl`	Hierarchical building use classification from multiple modalities with a multi-label multimodal transformer network. Int. J. Appl. Earth Obs. Geoinformation Wen Zhou, Claudio Persello, Alfred Stein
2024	J	`jnl`	Large-Scale Fine-Grained Building Classification and Height Estimation for Semantic Urban Reconstruction: Outcome of the 2023 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Guozhang Liu, Baochai Peng, Ting Liu, Pan Zhang, Mengke Yuan, Chaoran Lu, Ningning Cao, Sen Zhang, Simin Huang, Tao Wang, Xiaoqiang Lu, Licheng Jiao, Qiong Liu, Lingling Li, Fang Liu, Xu Liu, Yuting Yang, Kaiqiang Chen, Zhiyuan Yan, Deke Tang, Hai Huang, Michael Schmitt, Xian Sun, Gemine Vivone, Claudio Persello, Ronny Hänsch
2024	J	`jnl`	PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction. CoRR Weiqin Jiao, Claudio Persello, George Vosselman
2024	J	`jnl`	RSPS-SAM: A Remote Sensing Image Panoptic Segmentation Method Based on SAM. Remote. Sens. Zhuoran Liu, Zizhen Li, Ying Liang, Claudio Persello, Bo Sun, Guangjun He, Lei Ma
2024	J	`jnl`	Recent Advances in Machine Learning for Remote Sensing Toward the Sustainable Development Goals. IEEE Geosci. Remote. Sens. Lett. Ujjwal Verma, Dalton D. Lunga, Ronny Hänsch, Claudio Persello, Silvia Liberata Ullo
2024	J	`jnl`	Responsible AI for Earth Observation. CoRR Pedram Ghamisi, Weikang Yu, Andrea Marinoni, Caroline M. Gevaert, Claudio Persello, Sivasakthy Selvakumaran, Manuela Girotto, Benjamin P. Horton, Philippe Rufin, Patrick Hostert, Fabio Pacifici, Peter M. Atkinson
2024	J	`jnl`	RoIPoly: Vectorized Building Outline Extraction Using Vertex and Logit Embeddings. CoRR Weiqin Jiao, Hao Cheng, Claudio Persello, George Vosselman
2024	J	`jnl`	Towards Global Glacier Mapping with Deep Learning and Open Earth Observation Data. CoRR Konstantin A. Maslov, Claudio Persello, Thomas Schellenberger, Alfred Stein
2024	C	`conf`	User and Data-Centric Artificial Intelligence for Mapping Urban Deprivation in Multiple Cities Across the Globe. IGARSS Bedru Tareke, Paulo Silva Filho, Claudio Persello, Monika Kuffer, Raian Vargas Maretto, Jon Wang, Ángela Abascal, Priam V. Pillai, Binti Singh, Juan Manuel D'Attoli, Caroline Kabaria, Julio Cesar Pedrassoli, Patricia Lustosa Brito, Peter Elias, Elio Atenógenes, Andrea Ramírez Santiago
2024	J	`jnl`	Vectorizing planar roof structure from very high resolution remote sensing images using transformers. Int. J. Digit. Earth Wufan Zhao, Claudio Persello, Xianwei Lv, Alfred Stein, Maarten Vergauwen
2023	J	`jnl`	AI4SmallFarms: A Dataset for Crop Field Delineation in Southeast Asian Smallholder Farms. IEEE Geosci. Remote. Sens. Lett. Claudio Persello, Jeroen Grift, Xinyan Fan, Claudia Paris, Ronny Hänsch, Mila Koeva, Andrew Nelson
2023	—	`conf`	Building Usage Classification Using a Transformer-based Multimodal Deep Learning Method. JURSE Wen Zhou, Claudio Persello, Alfred Stein
2023	J	`jnl`	DeepMerge: Deep Learning-Based Region-Merging for Image Segmentation. CoRR Xianwei Lv, Claudio Persello, Xiao Huang, Dongping Ming, Alfred Stein
2023	C	`conf`	Extracting Polygons of Visible Cadastral Boundaries Using Deep Learning. IGARSS Bedru Tareke, Mila Koeva, Claudio Persello
2023	C	`conf`	GLAVITU: A Hybrid CNN-Transformer for Multi-Regional Glacier Mapping from Multi-Source Data. IGARSS Konstantin A. Maslov, Claudio Persello, Thomas Schellenberger, Alfred Stein
2023	C	`conf`	Investigating Sar-Optical Deep Learning Data Fusion to Map the Brazilian Cerrado Vegetation with Sentinel Data. IGARSS Paulo Silva Filho, Claudio Persello, Raian Vargas Maretto, Renato Machado
2023	—	`conf`	Learning General Representations for Semantic Segmentation and Height Estimation from Remote Sensing Images. JURSE Wufan Zhao, Claudio Persello, Hu Ding, Alfred Stein
2023	C	`conf`	Vectorizing Planar Roof Structure From Very High Resolution Remote Sensing Images Using Transformers. IGARSS Wufan Zhao, Claudio Persello, Xianwei Lv, Alfred Stein
2022	J	`jnl`	Despeckling Polarimetric SAR Data Using a Multistream Complex-Valued Fully Convolutional Network. IEEE Geosci. Remote. Sens. Lett. Adugna G. Mullissa, Claudio Persello, Johannes Reiche
2022	J	`jnl`	Integrating Semi-Supervised Learning with an Expert System for Vegetation Cover Classification Using Sentinel-2 and RapidEye Data. Remote. Sens. Nasir Farsad Layegh, Roshanak Darvishzadeh, Andrew K. Skidmore, Claudio Persello, Nina Krüger
2022	J	`jnl`	Multiresolution Fully Convolutional Networks to detect Clouds and Snow through Optical Satellite Images. CoRR Debvrat Varshney, Claudio Persello, Prasun Kumar Gupta, Bhaskar Ramachandra Nikam
2022	J	`jnl`	Remote Sensing for Land Administration 2.0. Remote. Sens. Mila Koeva, Rohan Bennett, Claudio Persello
2021	J	`jnl`	Building Polygon Extraction from Aerial Images and Digital Surface Models with a Frame Field Learning Framework. Remote. Sens. Xiaoyu Sun, Wufan Zhao, Raian Vargas Maretto, Claudio Persello
2021	J	`jnl`	Deep Learning and Earth Observation to Support the Sustainable Development Goals. CoRR Claudio Persello, Jan Dirk Wegner, Ronny Hänsch, Devis Tuia, Pedram Ghamisi, Mila Koeva, Gustau Camps-Valls
2021	C	`conf`	EO-Based Low-Cost Frameworks to Address Global Urban Data GAPS on Deprivation and Multiple Hazards. IGARSS Monika Kuffer, Dana R. Thomson, Andrew Maki, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Claudio Persello
2021	C	`conf`	End-to-End Roofline Extraction from Very-High-Resolution Remote Sensing Images. IGARSS Wufan Zhao, Claudio Persello, Alfred Stein
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`	Special Issue "Remote-Sensing-Based Urban Planning Indicators". Remote. Sens. Monika Kuffer, Karin Pfeffer, Claudio Persello
2020	C	`conf`	Building Instance Segmentation and Boundary Regularization from High-Resolution Remote Sensing Images. IGARSS Wufan Zhao, Claudio Persello, Alfred Stein
2020	J	`jnl`	Delineation of Agricultural Field Boundaries from Sentinel-2 Images Using a Novel Super-Resolution Contour Detector Based on Fully Convolutional Networks. Remote. Sens. Khairiya Mudrik Masoud, Claudio Persello, Valentyn A. Tolpekin
2020	J	`jnl`	Monitoring household upgrading in unplanned settlements with unmanned aerial vehicles. Int. J. Appl. Earth Obs. Geoinformation Caroline M. Gevaert, Claudio Persello, Richard Sliuzas, George Vosselman
2020	C	`conf`	Towards Uncovering Socio-Economic Inequalities Using VHR Satellite Images and Deep Learning. IGARSS Claudio Persello, Monika Kuffer
2019	C	`conf`	Deep Convolutional Networks for Cloud Detection Using Resourcesat-2 Data. IGARSS Debvrat Varshney, Prasun Kumar Gupta, Claudio Persello, Bhaskar Ramachandra Nikam
2019	J	`jnl`	Deep Fully Convolutional Networks for Cadastral Boundary Detection from UAV Images. Remote. Sens. Xue Xia, Claudio Persello, Mila Koeva
2019	J	`jnl`	Detecting Building Changes between Airborne Laser Scanning and Photogrammetric Data. Remote. Sens. Zhenchao Zhang, George Vosselman, Markus Gerke, Claudio Persello, Devis Tuia, Michael Ying Yang
2019	—	`conf`	Detection of Informal Graveyards in Lima using Fully Convolutional Network with VHR Images. JURSE Henri Debray, Monika Kuffer, Claudio Persello, Christien Klaufus, Karin Pfeffer
2019	—	`conf`	Do we underestimate the global slum population? JURSE Monika Kuffer, Claudio Persello, Karin Pfeffer, Richard Sliuzas, Vinodkumar Rao
2019	C	`conf`	Extracting Cadastral Boundaries from UAV Images Using Fully Convolutional Networks. IGARSS Xue Xia, Mila Koeva, Claudio Persello
2019	J	`jnl`	Identifying a Slums' Degree of Deprivation from VHR Images Using Convolutional Neural Networks. Remote. Sens. Alireza Ajami, Monika Kuffer, Claudio Persello, Karin Pfeffer
2019	J	`jnl`	PolSARNet: A Deep Fully Convolutional Network for Polarimetric SAR Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Adugna G. Mullissa, Claudio Persello, Alfred Stein
2019	J	`jnl`	The Temporal Dynamics of Slums Employing a CNN-Based Change Detection Approach. Remote. Sens. Ruoyun Liu, Monika Kuffer, Claudio Persello
2019	C	`conf`	Towards Automated Delineation of Smallholder Farm Fields From VHR Images Using Convolutional Networks. IGARSS Claudio Persello, Valentyn A. Tolpekin, John Ray Bergado, Rolf A. de By
2018	J	`jnl`	Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Alim Samat, Claudio Persello, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
2018	J	`jnl`	Context-Based Filtering of Noisy Labels for Automatic Basemap Updating From UAV Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Caroline M. Gevaert, Claudio Persello, Sander Oude Elberink, George Vosselman, Richard Sliuzas
2018	J	`jnl`	Evaluating the Societal Impact of Using Drones to Support Urban Upgrading Projects. ISPRS Int. J. Geo Inf. Caroline M. Gevaert, Richard Sliuzas, Claudio Persello, George Vosselman
2018	C	`conf`	Fully Convolutional Networks for Multi-Temporal SAR Image Classification. IGARSS Adugna G. Mullissa, Claudio Persello, Valentyn A. Tolpekin
2018	C	`conf`	Fusenet: End- to-End Multispectral Vhr Image Fusion and Classification. IGARSS John Ray Bergado, Claudio Persello, Alfred Stein
2018	J	`jnl`	Ground and Multi-Class Classification of Airborne Laser Scanner Point Clouds Using Fully Convolutional Networks. Remote. Sens. Aldino Rizaldy, Claudio Persello, Caroline Gevaert, Sander Oude Elberink, George Vosselman
2018	J	`jnl`	Machine Learning-Based Slum Mapping in Support of Slum Upgrading Programs: The Case of Bandung City, Indonesia. Remote. Sens. Gina Leonita, Monika Kuffer, Richard Sliuzas, Claudio Persello
2018	J	`jnl`	Recurrent Multiresolution Convolutional Networks for VHR Image Classification. CoRR John Ray Bergado, Claudio Persello, Alfred Stein
2018	J	`jnl`	Recurrent Multiresolution Convolutional Networks for VHR Image Classification. IEEE Trans. Geosci. Remote. Sens. John Ray Bergado, Claudio Persello, Alfred Stein
2018	J	`jnl`	The Scope of Earth-Observation to Improve the Consistency of the SDG Slum Indicator. ISPRS Int. J. Geo Inf. Monika Kuffer, Jiong Wang, Michael H. Nagenborg, Karin Pfeffer, Divyani Kohli, Richard Sliuzas, Claudio Persello
2017	—	`conf`	An automated technique for basemap updating using UAV data. JURSE Caroline Gevaert, Claudio Persello, Sander Oude Elberink, George Vosselman, Richard Sliuzas
2017	C	`conf`	Classification of multitemporal SAR images using convolutional neural networks and Markov random fields. IGARSS Carolyne Danilla, Claudio Persello, Valentyn A. Tolpekin, John Ray Bergado
2017	J	`jnl`	Deep Fully Convolutional Networks for the Detection of Informal Settlements in VHR Images. IEEE Geosci. Remote. Sens. Lett. Claudio Persello, Alfred Stein
2017	J	`jnl`	Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks. Remote. Sens. Nicholus Mboga, Claudio Persello, John Ray Bergado, Alfred Stein
2017	C	`conf`	Detection of informal settlements from VHR satellite images using convolutional neural networks. IGARSS Nicholus Mboga, Claudio Persello, John Ray Bergado, Alfred Stein
2017	—	`conf`	Slum mapping. JURSE Richard Sliuzas, Monika Kuffer, Caroline Gevaert, Claudio Persello, Karin Pfeffer
2017	J	`jnl`	Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification. Remote. Sens. Alim Samat, Claudio Persello, Paolo Gamba, Sicong Liu, Jilili Abuduwaili, Erzhu Li
2016	C	`conf`	A deep learning approach to the classification of sub-decimetre resolution aerial images. IGARSS John Ray Bergado, Claudio Persello, Caroline Gevaert
2016	C	`conf`	Integration of 2D and 3D features from UAV imagery for informal settlement classification using Multiple Kernel Learning. IGARSS Caroline Gevaert, Claudio Persello, Richard Sliuzas, George Vosselman
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	J	`jnl`	Optimizing Multiple Kernel Learning for the Classification of UAV Data. Remote. Sens. Caroline M. Gevaert, Claudio Persello, George Vosselman
2016	C	`conf`	Two-level active learning method for debris detection using VHR satellite imagery and local aerial surveys. IGARSS Zhihua Xu, Claudio Persello, Mengmeng Li, Lixin Wu, Pengtianhao Wu
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`	Cost-Sensitive Active Learning With Lookahead: Optimizing Field Surveys for Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. Claudio Persello, Abdeslam Boularias, Michele Dalponte, Terje Gobakken, Erik Næsset, Bernhard Schölkopf
2014	C	`conf`	Relevant and invariant feature selection of hyperspectral images for domain generalization. IGARSS Claudio Persello, Lorenzo Bruzzone
2013	J	`jnl`	Interactive Domain Adaptation for the Classification of Remote Sensing Images Using Active Learning. IEEE Geosci. Remote. Sens. Lett. Claudio Persello
2013	C	`conf`	Optimizing the ground sample collection with cost-sensitive active learning for tree species classification using hyperspectral images. IGARSS Claudio Persello, Michele Dalponte, Terje Gobakken, Erik Næsset
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	C	`conf`	Interactive domain adaptation technique for the classification of remote sensing images. IGARSS Claudio Persello, Francesco Dinuzzo
2011	C	`conf`	A novel active learning strategy for domain adaptation in the classification of remote sensing images. IGARSS Claudio Persello, 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
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	—	`—`	Advanced Techniques for the Classification of Very High Resolution and Hyperspectral Remote Sensing Images. Claudio Persello
2010	C	`conf`	Recent trends in classification of remote sensing data: active and semisupervised machine learning paradigms. IGARSS Lorenzo Bruzzone, Claudio Persello
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
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
2007	C	`conf`	Fusion of spectral and spatial information by a novel SVM classification technique. IGARSS Lorenzo Bruzzone, Mattia Marconcini, Claudio Persello