Challenge of aster digital elevation model. - Akira Iwasaki; Masaru Koga; Hiroto Kanno; Naoto Yokoya; Tetsuya Okuda; Kojiro Saito (IGARSS, 2010)

Detection and correction of spectral and spatial misregistrations for hyperspectral data. - Naoto Yokoya; Norihide Miyamura; Akira Iwasaki (IGARSS, 2010)

Coupled non-negative matrix factorization (CNMF) for hyperspectral and multispectral data fusion: Application to pasture classification. - Naoto Yokoya; Takehisa Yairi; Akira Iwasaki (IGARSS, 2011)

Hyperspectral, multispectral, and panchromatic data fusion based on coupled non-negative matrix factorization. - Naoto Yokoya; Takehisa Yairi; Akira Iwasaki (WHISPERS, 2011)

Similarity measure for spatial-spectral registration in hyperspectral era. - Akira Iwasaki; Naoto Yokoya; Takeshi Arai; Yuki Ito; Norihide Miyamura (IGARSS, 2012)

Generalized bilinear model based nonlinear unmixing using semi-nonnegative matrix factorization. - Naoto Yokoya; Jocelyn Chanussot; Akira Iwasaki (IGARSS, 2012)

Hyperspectral and multispectral data fusion based on nonlinear unmixing. - Naoto Yokoya; Jocelyn Chanussot; Akira Iwasaki (WHISPERS, 2012)

Coupled Nonnegative Matrix Factorization Unmixing for Hyperspectral and Multispectral Data Fusion. - Naoto Yokoya; Takehisa Yairi; Akira Iwasaki (IEEE Trans. Geosci. Remote. Sens., 2012)

Hyperspectral and multispectral data fusion mission on hyperspectral imager suite (HISUI). - Naoto Yokoya; Akira Iwasaki (IGARSS, 2013)

Design of combined optical imagers using unmixing-based hyperspectral data fusion. - Naoto Yokoya; Akira Iwasaki (WHISPERS, 2013)

Cross-Calibration for Data Fusion of EO-1/Hyperion and Terra/ASTER. - Naoto Yokoya; Norimasa Mayumi; Akira Iwasaki (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Facial alignment by using sparse initialization and random forest. - Chun Fui Liew; Naoto Yokoya; Takehisa Yairi (ICIP, 2014)

Spectral unmixing of fluorescence fingerprint imagery for visualization of constituents in pie pastry. - Naoto Yokoya; Mito Kokawa; Junichi Sugiyama (ICIP, 2014)

Object localization based on sparse representation for remote sensing imagery. - Naoto Yokoya; Akira Iwasaki (IGARSS, 2014)

Airborne unmixing-based hyperspectral super-resolution using RGB imagery. - Naoto Yokoya; Akira Iwasaki (IGARSS, 2014)

Hyperspectral tree species classification with an aid of lidar data. - Tomohiro Matsuki; Naoto Yokoya; Akira Iwasaki (WHISPERS, 2014)

Effect of unmixing-based hyperspectral super-resolution on target detection. - Naoto Yokoya; Akira Iwasaki (WHISPERS, 2014)

Fusion of Hyperspectral and LiDAR Data for Landscape Visual Quality Assessment. - Naoto Yokoya; Shinji Nakazawa; Tomohiro Matsuki; Akira Iwasaki (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative Matrix Factorization. - Naoto Yokoya; Jocelyn Chanussot; Akira Iwasaki (IEEE Trans. Geosci. Remote. Sens., 2014)

Detector anomaly detection and stripe correction of hyperspectral data. - Daisuke Niina; Naoto Yokoya; Akira Iwasaki (IGARSS, 2015)

Generalized-hough-transform object detection using class-specific sparse representation for local-feature detection. - Naoto Yokoya; Akira Iwasaki (IGARSS, 2015)

Optimal hyperspectral classification for paddy field with semisupervised self-learning. - Taichi Takayama; Naoto Yokoya; Akira Iwasaki (WHISPERS, 2015)

Graph regularized coupled spectral unmixing for change detection. - Naoto Yokoya; Xiaoxiang Zhu 001 (WHISPERS, 2015)

Hyperspectral pansharpening: a review. - Laëtitia Loncan; Luís B. Almeida; José M. Bioucas-Dias; Xavier Briottet; Jocelyn Chanussot; Nicolas Dobigeon; Sophie Fabre; Wenzhi Liao; Giorgio A. Licciardi; Miguel Simões; Jean-Yves Tourneret; Miguel Angel Veganzones; et al. (CoRR, 2015)

Hyperspectral Tree Species Classification of Japanese Complex Mixed Forest With the Aid of Lidar Data. - Tomohiro Matsuki; Naoto Yokoya; Akira Iwasaki (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Object Detection Based on Sparse Representation and Hough Voting for Optical Remote Sensing Imagery. - Naoto Yokoya; Akira Iwasaki (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction. - Danfeng Hong; Naoto Yokoya; Xiao Xiang Zhu 001 (IGARSS, 2016)

Mapping land covers of brussels capital region using spatially enhanced hyperspectral images. - Jonathan Cheung-Wai Chan; Naoto Yokoya (WHISPERS, 2016)

The K-LLE algorithm for nonlinear dimensionality ruduction of large-scale hyperspectral data. - Danfeng Hong; Naoto Yokoya; Xiao Xiang Zhu 001 (WHISPERS, 2016)

Land-cover monitoring using time-series hyperspectral data via fractional-order darwinian particle swarm optimization segmentation. - Naoto Yokoya; Pedram Ghamisi (WHISPERS, 2016)

Graph-regularized coupled spectral unmixing for multisensor time-series analysis. - Naoto Yokoya; Xiao Xiang Zhu 001; Antonio Plaza (WHISPERS, 2016)

Potential of Resolution-Enhanced Hyperspectral Data for Mineral Mapping Using Simulated EnMAP and Sentinel-2 Images. - Naoto Yokoya; Jonathan Cheung-Wai Chan; Karl Segl (Remote. Sens., 2016)

Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy. - Uta Heiden; Akira Iwasaki; Andreas Müller 009; Martin Schlerf; Thomas Udelhoven; Kuniaki Uto; Naoto Yokoya; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data. - Miguel Angel Veganzones; Miguel Simões; Giorgio Licciardi; Naoto Yokoya; José M. Bioucas-Dias; Jocelyn Chanussot (IEEE Trans. Image Process., 2016)

A novel ensemble classifier of hyperspectral and LiDAR data using morphological features. - Junshi Xia; Naoto Yokoya; Akira Iwasaki (ICASSP, 2017)

Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing. - Danfeng Hong; Naoto Yokoya; Jocelyn Chanussot; Xiao Xiang Zhu 001 (ICIP, 2017)

Hyperspectral image classification with partial least square forest. - Junshi Xia; Naoto Yokoya; Akira Iwasaki (IGARSS, 2017)

Ensemble of transfer component analysis for domain adaptation in hyperspectral remote sensing image classification. - Junshi Xia; Naoto Yokoya; Akira Iwasaki (IGARSS, 2017)

Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning. - Naoto Yokoya; Pedram Ghamisi; Junshi Xia (IGARSS, 2017)

Texture-Guided Multisensor Superresolution for Remotely Sensed Images. - Naoto Yokoya (Remote. Sens., 2017)

Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features. - Hongrui Zheng; Peijun Du; Jike Chen; Junshi Xia; Erzhu Li; Zhigang Xu; Xiaojuan Li; Naoto Yokoya (Remote. Sens., 2017)

Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction. - Danfeng Hong; Naoto Yokoya; Xiao Xiang Zhu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Hyperspectral Image Classification With Canonical Correlation Forests. - Junshi Xia; Naoto Yokoya; Akira Iwasaki (IEEE Trans. Geosci. Remote. Sens., 2017)

Multisensor Coupled Spectral Unmixing for Time-Series Analysis. - Naoto Yokoya; Xiao Xiang Zhu 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2017)

Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification. - Danfeng Hong; Naoto Yokoya; Jian Xu 008; Xiaoxiang Zhu 001 (ECCV (8), 2018)

A Comparative Study of Fusion-Based Change Detection Methods for Multi-Band Images with Different Spectral and Spatial Resolutions. - Vinicius Ferraris; Naoto Yokoya; Nicolas Dobigeon; Marie Chabert (IGARSS, 2018)

Boosting for Domain Adaptation Extreme Learning Machines for Hyperspectral Image Classification. - Junshi Xia; Naoto Yokoya; Akira Iwasaki (IGARSS, 2018)

Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification. - Danfeng Hong; Naoto Yokoya; Jian Xu 008; Xiaoxiang Zhu 001 (CoRR, 2018)

Multisource and Multitemporal Data Fusion in Remote Sensing. - 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 (CoRR, 2018)

Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation. - Wei He 003; Naoto Yokoya (ISPRS Int. J. Geo Inf., 2018)

IMG2DSM: Height Simulation From Single Imagery Using Conditional Generative Adversarial Net. - Pedram Ghamisi; Naoto Yokoya (IEEE Geosci. Remote. Sens. Lett., 2018)

Fusion of Hyperspectral and LiDAR Data With a Novel Ensemble Classifier. - Junshi Xia; Naoto Yokoya; Akira Iwasaki (IEEE Geosci. Remote. Sens. Lett., 2018)

Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest. - Naoto Yokoya; Pedram Ghamisi; Junshi Xia; Sergey Sukhanov; Roel Heremans; Ivan Tankoyeu; Benjamin Bechtel; Bertrand Le Saux; Gabriele Moser; Devis Tuia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Nonlocal Tensor Completion for Multitemporal Remotely Sensed Images' Inpainting. - Teng-Yu Ji; Naoto Yokoya; Xiao Xiang Zhu 001; Ting-Zhu Huang (IEEE Trans. Geosci. Remote. Sens., 2018)

Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification. - Junshi Xia; Pedram Ghamisi; Naoto Yokoya; Akira Iwasaki (IEEE Trans. Geosci. Remote. Sens., 2018)

Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. - Wei He 003; Quanming Yao; Chao Li 013; Naoto Yokoya; Qibin Zhao (CVPR, 2019)

Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction. - Wei He 003; Longhao Yuan; Naoto Yokoya (ICASSP, 2019)

Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration. - Yong Chen 013; Wei He 003; Naoto Yokoya; Ting-Zhu Huang (IGARSS, 2019)

Total Variation Regularized Low-Rank Sparsity Decomposition for Blind Cloud and Cloud Shadow Removal from Multitemporal Imagery. - Yong Chen 013; Wei He 003; Naoto Yokoya; Ting-Zhu Huang (IGARSS, 2019)

Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images. - Bruno Adriano; Naoto Yokoya; Junshi Xia; Gerald Baier; Shunichi Koshimura (IGARSS, 2019)

Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. - Gerald Baier; Wei He 003; Bruno Adriano; Junshi Xia; Naoto Yokoya (IGARSS, 2019)

WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery. - Danfeng Hong; Jocelyn Chanussot; Naoto Yokoya; Uta Heiden; Wieke Heldens; Xiao Xiang Zhu 001 (IGARSS, 2019)

Mangrove Species Mapping Using Sentinel-1 and Sentinel-2 Data in North Vietnam. - Tien Dat Pham 001; Junshi Xia; Gerald Baier; Nga Nhu Le; Naoto Yokoya (IGARSS, 2019)

Building Damage Mapping Via Transfer Learning. - Junshi Xia; Bruno Adriano; Gerald Baier; Naoto Yokoya (IGARSS, 2019)

Land Cover Mapping without Human Annotation. - Tatsuya Yamada; Naoto Yokoya; Takeo Tadono; Akira Iwasaki (IGARSS, 2019)

Spectator Excitement Detection in Small-scale Sports Events. - Kazuhiro Abe; Chikara Nakamura; Yosuke Otsubo; Tetsuya Koike; Naoto Yokoya (MMSports@MM, 2019)

Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification. - Danfeng Hong; Naoto Yokoya; Nan Ge; Jocelyn Chanussot; Xiao Xiang Zhu 001 (CoRR, 2019)

Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia. - Bruno Adriano; Junshi Xia; Gerald Baier; Naoto Yokoya; Shunichi Koshimura (Remote. Sens., 2019)

Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning. - Yushi Chen; Lingbo Huang; Lin Zhu 013; Naoto Yokoya; Xiuping Jia (Remote. Sens., 2019)

Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges. - Tien-Dat Pham; Naoto Yokoya; Dieu Tien Bui; Kunihiko Yoshino; Daniel A. Friess (Remote. Sens., 2019)

Direct, ECOC, ND and END Frameworks - Which One Is the Best? An Empirical Study of Sentinel-2A MSIL1C Image Classification for Arid-Land Vegetation Mapping in the Ili River Delta, Kazakhstan. - Alim Samat; Naoto Yokoya; Peijun Du; Sicong Liu 001; Long Ma 005; Yongxiao Ge; Gulnura Issanova; Abdula Saparov; Jilili Abuduwaili; Cong Lin 002 (Remote. Sens., 2019)

Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001; Daniele Cerra; Miguel Pato; Emiliano Carmona; Saurabh Prasad; Naoto Yokoya; Ronny Hänsch; Bertrand Le Saux (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation. - Wei He 003; Naoto Yokoya; Longhao Yuan; Qibin Zhao (IEEE Trans. Geosci. Remote. Sens., 2019)

CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences. - Danfeng Hong; Naoto Yokoya; Jocelyn Chanussot; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing. - Danfeng Hong; Naoto Yokoya; Jocelyn Chanussot; Xiao Xiang Zhu 001 (IEEE Trans. Image Process., 2019)

Guided Deep Decoder: Unsupervised Image Pair Fusion. - Tatsumi Uezato; Danfeng Hong; Naoto Yokoya; Wei He 003 (ECCV (6), 2020)

Damage Characterization in Urban Environments from Multitemporal Remote Sensing Datasets Built from Previous Events. - Bruno Adriano; Junshi Xia; Naoto Yokoya; Hiroyuki Miura; Masashi Matsuoka; Shunichi Koshimura (IGARSS, 2020)

Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping. - Naoto Yokoya; Kazuki Yamanoi; Wei He 003; Gerald Baier; Bruno Adriano; Hiroyuki Miura; Satoru Oishi (CoRR, 2020)

X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data. - Danfeng Hong; Naoto Yokoya; Gui-Song Xia; Jocelyn Chanussot; Xiao Xiang Zhu 001 (CoRR, 2020)

Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping. - Bruno Adriano; Naoto Yokoya; Junshi Xia; Hiroyuki Miura; Wen Liu 001; Masashi Matsuoka; Shunichi Koshimura (CoRR, 2020)

Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction. - Danfeng Hong; Naoto Yokoya; Jocelyn Chanussot; Jian Xu 008; Xiao Xiang Zhu 001 (CoRR, 2020)

Building a Parallel Universe Image Synthesis from Land Cover Maps and Auxiliary Raster Data. - Gerald Baier; Antonin Deschemps; Michael Schmitt 003; Naoto Yokoya (CoRR, 2020)

Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging. - Wei He 003; Naoto Yokoya; Xin Yuan 002 (CoRR, 2020)

Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data. - Danfeng Hong; Jocelyn Chanussot; Naoto Yokoya; Jian Kang 005; Xiao Xiang Zhu 001 (IEEE Geosci. Remote. Sens. Lett., 2020)

Estimating Mangrove Above-Ground Biomass Using Extreme Gradient Boosting Decision Trees Algorithm with Fused Sentinel-2 and ALOS-2 PALSAR-2 Data in Can Gio Biosphere Reserve, Vietnam. - Tien Dat Pham 001; Nga Nhu Le; Nam Thang Ha; Luong Viet Nguyen; Junshi Xia; Naoto Yokoya; Tu Trong To; Hong Xuan Trinh; Lap Quoc Kieu; Wataru Takeuchi (Remote. Sens., 2020)

A Semiautomatic Pixel-Object Method for Detecting Landslides Using Multitemporal ALOS-2 Intensity Images. - Bruno Adriano; Naoto Yokoya; Hiroyuki Miura; Masashi Matsuoka; Shunichi Koshimura (Remote. Sens., 2020)

Comparison of Machine Learning Methods for Estimating Mangrove Above-Ground Biomass Using Multiple Source Remote Sensing Data in the Red River Delta Biosphere Reserve, Vietnam. - Tien Dat Pham 001; Naoto Yokoya; Junshi Xia; Nam Thang Ha; Nga Nhu Le; Thi Thu Trang Nguyen; Thi Huong Dao; Thi-Huong-Giang Vu; Tien Duc Pham; Wataru Takeuchi (Remote. Sens., 2020)

Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam. - Junshi Xia; Naoto Yokoya; Tien Dat Pham 001 (Remote. Sens., 2020)

Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days. - Cheolhee Yoo; Jungho Im; Dongjin Cho; Naoto Yokoya; Junshi Xia; Benjamin Bechtel (Remote. Sens., 2020)

Foreword to the Special Issue on Computer Vision-Based Approaches for Earth Observation. - Devis Tuia; Ronny Hänsch; Naoto Yokoya; Myron Brown; Bertrand Le Saux (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition. - Yong Chen 013; Wei He 003; Naoto Yokoya; Ting-Zhu Huang (IEEE Trans. Cybern., 2020)

Robust Nonlocal Low-Rank SAR Time Series Despeckling Considering Speckle Correlation by Total Variation Regularization. - Gerald Baier; Wei He 003; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2020)

Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising. - Yong Chen 013; Wei He 003; Naoto Yokoya; Ting-Zhu Huang; Xi-Le Zhao (IEEE Trans. Geosci. Remote. Sens., 2020)

Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification. - Danfeng Hong; Xin Wu 001; Pedram Ghamisi; Jocelyn Chanussot; Naoto Yokoya; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition. - Yong Chen 013; Ting-Zhu Huang; Wei He 003; Naoto Yokoya; Xi-Le Zhao (IEEE Trans. Image Process., 2020)

Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model. - Tatsumi Uezato; Naoto Yokoya; Wei He 003 (IEEE Trans. Image Process., 2020)

2018 IEEE GRSS Data Fusion Challenge - Fusion of Multispectral LiDAR and Hyperspectral Data. - Saurabh Prasad; Bertrand Le Saux; Naoto Yokoya; Ronny Hänsch (IEEE DataPort, 2020)

A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification. - Danfeng Hong; Lianru Gao; Xin Wu 001; Jing Yao 002; Naoto Yokoya; Bing Zhang 001 (WHISPERS, 2021)

Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing. - Danfeng Hong; Wei He 003; Naoto Yokoya; Jing Yao 002; Lianru Gao; Liangpei Zhang 001; Jocelyn Chanussot; Xiao Xiang Zhu 001 (CoRR, 2021)

Building Damage Mapping with Self-PositiveUnlabeled Learning. - Junshi Xia; Naoto Yokoya; Bruno Adriano (CoRR, 2021)

U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks. - Mercedes Eugenia Paoletti; Juan Mario Haut; Pedram Ghamisi; Naoto Yokoya; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2021)

Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part A. - Saket Kunwar; Hongyu Chen 003; Manhui Lin; Hongyan Zhang 001; Pablo d'Angelo; Daniele Cerra; Seyed Majid Azimi; Myron Brown; Gregory D. Hager; Naoto Yokoya; Ronny Hänsch; Bertrand Le Saux (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part B. - Yanchao Lian; Tuo Feng 001; Jinliu Zhou; Meixia Jia; Aijin Li; Zhaoyang Wu; Licheng Jiao; Myron Brown; Gregory D. Hager; Naoto Yokoya; Ronny Hänsch; Bertrand Le Saux (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity. - Yanbiao Ma; Yuxin Li; Kexin Feng; Yu Xia; Qi Huang; Hongyan Zhang 001; Colin Prieur; Giorgio Licciardi; Hana Malha; Jocelyn Chanussot; Pedram Ghamisi; Ronny Hänsch; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest. - Caleb Robinson; Kolya Malkin; Nebojsa Jojic; Huijun Chen; Rongjun Qin; Changlin Xiao; Michael Schmitt 003; Pedram Ghamisi; Ronny Hänsch; Naoto Yokoya (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Automated High-Resolution Earth Observation Image Interpretation: Outcome of the 2020 Gaofen Challenge. - Xian Sun; Peijin Wang; Zhiyuan Yan; Wenhui Diao; Xiaonan Lu; Zhujun Yang; Yidan Zhang; Deliang Xiang; Chen Yan; Jie Guo; Bo Dang 002; Wei Wei 008; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

A Benchmark High-Resolution GaoFen-3 SAR Dataset for Building Semantic Segmentation. - Junshi Xia; Naoto Yokoya; Bruno Adriano; Lianchong Zhang; Guoqing Li; Zhigang Wang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction. - Danfeng Hong; Naoto Yokoya; Jocelyn Chanussot; Jian Xu 008; Xiao Xiang Zhu 001 (IEEE Trans. Cybern., 2021)

More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification. - Danfeng Hong; Lianru Gao; Naoto Yokoya; Jing Yao 002; Jocelyn Chanussot; Qian Du 001; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data. - Danfeng Hong; Jian Kang 005; Naoto Yokoya; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2021)

Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion. - Wei He 003; Naoto Yokoya; Xin Yuan 002 (IEEE Trans. Image Process., 2021)

Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. - Jian Kang 005; Danfeng Hong; Jialin Liu 003; Gerald Baier; Naoto Yokoya; Begüm Demir (IEEE Trans. Neural Networks Learn. Syst., 2021)

Predicting Flood Inundation Depth Based-on Machine Learning and Numerical Simulation. - Bruno Adriano; Naoto Yokoya; Satoru Oishi (CDCEO@IJCAI, 2022)

"Disaster Detection from SAR Images with Different Off-Nadir Angles Using Unsupervised Image Translation. - Jian Song 010; Bruno Adriano; Naoto Yokoya (CDCEO@IJCAI, 2022)

ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework. - Ningkai Mo; Wanshui Gan; Naoto Yokoya; Shifeng Chen (CVPR, 2022)

Learning Mutual Modulation for Self-supervised Cross-Modal Super-Resolution. - Xiaoyu Dong; Naoto Yokoya; Longguang Wang; Tatsumi Uezato (ECCV (19), 2022)

Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. - Wei He 003; Quanming Yao; Naoto Yokoya; Tatsumi Uezato; Hongyan Zhang 001; Liangpei Zhang 001 (ECCV (19), 2022)

EOD: The IEEE GRSS Earth Observation Database. - Michael Schmitt 003; Pedram Ghamisi; Naoto Yokoya; Ronny Hänsch (IGARSS, 2022)

Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion. - Danfeng Hong; Jing Yao 002; Deyu Meng; Naoto Yokoya; Jocelyn Chanussot (CoRR, 2022)

Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. - Wei He 003; Quanming Yao; Chao Li 013; Naoto Yokoya; Qibin Zhao; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Hyperspectral super-resolution via coupled tensor ring factorization. - Wei He 003; Yong Chen 013; Naoto Yokoya; Chao Li 013; Qibin Zhao (Pattern Recognit., 2022)

DAT-CNN: Dual Attention Temporal CNN for Time-Resolving Sentinel-3 Vegetation Indices. - Damian Ibañez; Rubén Fernández-Beltran; Filiberto Pla; Naoto Yokoya (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection. - Zhuohong Li; Fangxiao Lu; Hongyan Zhang 001; Lilin Tu; Jiayi Li 001; Xin Huang 002; Caleb Robinson; Nikolay Malkin; Nebojsa Jojic; Pedram Ghamisi; Ronny Hänsch; Naoto Yokoya (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data. - Gerald Baier; Antonin Deschemps; Michael Schmitt 003; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2022)

Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning. - Hongruixuan Chen; Naoto Yokoya; Chen Wu 003; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration. - Xiang Ding; Jian Kang 005; Zhe Zhang 026; Yan Huang 018; Jialin Liu 003; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2022)

Masked Auto-Encoding Spectral-Spatial Transformer for Hyperspectral Image Classification. - Damian Ibañez; Rubén Fernández-Beltran; Filiberto Pla; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2022)

Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net. - Ying Qu 001; Hairong Qi 001; Chiman Kwan; Naoto Yokoya; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

DML: Differ-Modality Learning for Building Semantic Segmentation. - Junshi Xia; Naoto Yokoya; Gerald Baier (IEEE Trans. Geosci. Remote. Sens., 2022)

An Iterative Regularization Method Based on Tensor Subspace Representation for Hyperspectral Image Super-Resolution. - Ting Xu; Ting-Zhu Huang; Liang-Jian Deng; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2022)

Breaking Limits of Remote Sensing by Deep Learning From Simulated Data for Flood and Debris-Flow Mapping. - Naoto Yokoya; Kazuki Yamanoi; Wei He 003; Gerald Baier; Bruno Adriano; Hiroyuki Miura; Satoru Oishi (IEEE Trans. Geosci. Remote. Sens., 2022)

Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. - Danfeng Hong; Lianru Gao; Jing Yao 002; Naoto Yokoya; Jocelyn Chanussot; Uta Heiden; Bing Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

GeoNRW. - Gerald Baier; Antonin Deschemps; Michael Schmitt 003; Naoto Yokoya (IEEE DataPort, 2022)

Data Fusion Contest 2019 (DFC2019). - Bertrand Le Saux; Naoto Yokoya; Ronny Hänsch; Myron Brown (IEEE DataPort, 2022)

OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. - Junshi Xia; Naoto Yokoya; Bruno Adriano; Clifford Broni-Bediako (Zenodo, 2022)

Combining Deep Learning and Numerical Simulation to Predict Flood Inundation Depth. - Bruno Adriano; Naoto Yokoya; Kazuki Yamanoi; Satoru Oishi (IGARSS, 2023)

OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. - Junshi Xia; Naoto Yokoya; Bruno Adriano; Clifford Broni-Bediako (WACV, 2023)

TR-STF: a fast and accurate tensor ring decomposition algorithm via defined scaled tri-factorization. - Ting Xu; Ting-Zhu Huang; Liang-Jian Deng; Hong-Xia Dou; Naoto Yokoya (Comput. Appl. Math., 2023)

A Simple Attempt for 3D Occupancy Estimation in Autonomous Driving. - Wanshui Gan; Ningkai Mo; Hongbin Xu; Naoto Yokoya (CoRR, 2023)

Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing. - Clifford Broni-Bediako; Junshi Xia; Naoto Yokoya (CoRR, 2023)

Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange. - Hongruixuan Chen; Jian Song 010; Chen Wu 003; Bo Du 001; Naoto Yokoya (CoRR, 2023)

Land-cover change detection using paired OpenStreetMap data and optical high-resolution imagery via object-guided Transformer. - Hongruixuan Chen; Cuiling Lan; Jian Song 010; Clifford Broni-Bediako; Junshi Xia; Naoto Yokoya (CoRR, 2023)

Flooding Regularization for Stable Training of Generative Adversarial Networks. - Iu Yahiro; Takashi Ishida 001; Naoto Yokoya (CoRR, 2023)

Enhancing Monocular Height Estimation from Aerial Images with Street-view Images. - Xiaomou Hou; Wanshui Gan; Naoto Yokoya (CoRR, 2023)

SpectralGPT: Spectral Foundation Model. - Danfeng Hong; Bing Zhang 001; Xuyang Li; Yuxuan Li; Chenyu Li 002; Jing Yao 002; Naoto Yokoya; Hao Li 019; Pedram Ghamisi; Xiuping Jia; Antonio Plaza; Paolo Gamba; et al. (CoRR, 2023)

Interpretable Deep Attention Prior for Image Restoration and Enhancement. - Wei He 003; Tatsumi Uezato; Naoto Yokoya (IEEE Trans. Computational Imaging, 2023)

LaMIE: Large-Dimensional Multipass InSAR Phase Estimation for Distributed Scatterers. - Yusong Bai; Jian Kang 005; Xiang Ding; Anping Zhang; Zhe Zhang 026; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2023)

Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion. - Danfeng Hong; Jing Yao 002; Chenyu Li 002; Deyu Meng; Naoto Yokoya; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2023)

National High-Resolution Cropland Classification of Japan with Agricultural Census Information and Multi-temporal Multi-modality datasets. - Junshi Xia; Naoto Yokoya; Bruno Adriano; Keiichiro Kanemoto (Zenodo, 2023)

National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets. - Junshi Xia; Naoto Yokoya; Bruno Adriano; Keiichiro Kanemoto (Int. J. Appl. Earth Obs. Geoinformation, 2023)

SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. - Jian Song 010; Hongruixuan Chen; Naoto Yokoya (Zenodo, 2023)

Guest Editorial: Spectral imaging powered computer vision. - Jun Zhou 001; Fengchao Xiong; Lei Tong; Naoto Yokoya; Pedram Ghamisi (IET Comput. Vis., 2023)

DeepTreeSketch: Neural Graph Prediction for Faithful 3D Tree Modeling from Sketches. - Zhihao Liu; Yu Li; Fangyuan Tu; Ruiyuan Zhang; Zhanglin Cheng; Naoto Yokoya (CHI, 2024)

Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping. - Clifford Broni-Bediako; Junshi Xia; Naoto Yokoya (CVPR Workshops, 2024)

Change Detection between Optical Remote Sensing Imagery and Map Data Via Segment Anything Model (SAM). - Hongruixuan Chen; Jian Song 010; Naoto Yokoya (IGARSS, 2024)

When Daformer Meets Multi-Modality Datasets. - Damian Ibañez; Junshi Xia; Naoto Yokoya (IGARSS, 2024)

OpenEarthMap Benchmark Suite and Its Applications. - Naoto Yokoya; Junshi Xia; Clifford Broni-Bediako; Jian Song 010; Hongruixuan Chen (IGARSS, 2024)

SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. - Jian Song 010; Hongruixuan Chen; Weihao Xuan; Junshi Xia; Naoto Yokoya (NeurIPS, 2024)

Understanding Dark Scenes by Contrasting Multi-Modal Observations. - Xiaoyu Dong; Naoto Yokoya (WACV, 2024)

SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. - Jian Song 010; Hongruixuan Chen; Naoto Yokoya (WACV, 2024)

Submeter-level land cover mapping of Japan. - Naoto Yokoya; Junshi Xia; Clifford Broni-Bediako (Int. J. Appl. Earth Obs. Geoinformation, 2024)

ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model. - Hongruixuan Chen; Jian Song 010; Chengxi Han; Junshi Xia; Naoto Yokoya (CoRR, 2024)

Segment Anything with Multiple Modalities. - Aoran Xiao; Weihao Xuan; Heli Qi; Yun Xing 001; Naoto Yokoya; Shijian Lu (CoRR, 2024)

GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting. - Wanshui Gan; Fang Liu; Hongbin Xu; Ningkai Mo; Naoto Yokoya (CoRR, 2024)

Foundation Models for Remote Sensing and Earth Observation: A Survey. - Aoran Xiao; Weihao Xuan; Junjue Wang; Jiaxing Huang 001; Dacheng Tao; Shijian Lu; Naoto Yokoya (CoRR, 2024)

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. - Ziyang Gong; Zhixiang Wei; Di Wang 023; Xianzheng Ma; Hongruixuan Chen; Yuru Jia; Yupeng Deng 002; Zhenming Ji; Xiangwei Zhu; Naoto Yokoya; Jing Zhang 001; Bo Du 001; et al. (CoRR, 2024)

An interpretable and flexible fusion prior to boost hyperspectral imaging reconstruction. - Wei He 003; Zongliang Wu; Naoto Yokoya; Xin Yuan 002 (Inf. Fusion, 2024)

Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. - Clifford Broni-Bediako; Junshi Xia; Jian Song 010; Hongruixuan Chen; Mennatullah Siam; Naoto Yokoya (IEEE Geosci. Remote. Sens. Lett., 2024)

Towards Robustness and Efficiency of Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration. - Xiang Ding; Jian Kang 005; Yusong Bai; Anping Zhang; Jialin Liu 003; Naoto Yokoya (IEEE Trans. Computational Imaging, 2024)

ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer. - Hongruixuan Chen; Cuiling Lan; Jian Song 010; Clifford Broni-Bediako; Junshi Xia; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2024)

ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model. - Hongruixuan Chen; Jian Song 010; Chengxi Han; Junshi Xia; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2024)

Frequency-Based Optimal Style Mix for Domain Generalization in Semantic Segmentation of Remote Sensing Images. - Reo Iizuka; Junshi Xia; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2024)

A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion. - Ting Xu; Ting-Zhu Huang; Liang-Jian Deng; Jin-Liang Xiao; Clifford Broni-Bediako; Junshi Xia; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2024)

Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation. - Xuming Zhang; Naoto Yokoya; Xingfa Gu; Qingjiu Tian; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2024)

OpenEarthMap Land Cover Mapping Few-Shot Learning Challenge. - Clifford Broni-Bediako; Junshi Xia; Jian Song 010; Hongruixuan Chen; Naoto Yokoya (Zenodo, 2024)

BD-SKUNet: Selective-Kernel UNets for Building Damage Assessment in High-Resolution Satellite Images. - Seyed Ali Ahmadi; Ali Mohammadzadeh; Naoto Yokoya; Arsalan Ghorbanian (Remote. Sens., 2024)

V4D: Voxel for 4D Novel View Synthesis. - Wanshui Gan; Hongbin Xu; Yi Huang 035; Shifeng Chen; Naoto Yokoya (IEEE Trans. Vis. Comput. Graph., 2024)

OpenEarthMap Land Cover Mapping Few-Shot Learning Challenge. - Clifford Broni-Bediako; Junshi Xia; Jian Song 010; Hongruixuan Chen; Naoto Yokoya (Zenodo, 2024)

OpenMapCD: A Multimodal Benchmark Dataset for Change Detection Between Optical Remote Sensing and Map Data. - Hongruixuan Chen; Cuiling Lan; Jian Song 010; Clifford Broni-Bediako; Junshi Xia; Naoto Yokoya (Zenodo, 2024)

Guest Editorial: Advanced image restoration and enhancement in the wild. - Longguang Wang; Juncheng Li 003; Naoto Yokoya; Radu Timofte; Yulan Guo (IET Comput. Vis., 2024)

SpectralGPT: Spectral Remote Sensing Foundation Model. - Danfeng Hong; Bing Zhang 001; Xuyang Li; Yuxuan Li; Chenyu Li 002; Jing Yao 002; Naoto Yokoya; Hao Li 019; Pedram Ghamisi; Xiuping Jia; Antonio Plaza; Paolo Gamba; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Impact of Tile Size and Tile Overlap on the Prediction Performance of Convolutional Neural Networks Trained for Road Classification. - Calimanut-Ionut Cira; Miguel-Ángel Manso-Callejo; Naoto Yokoya; Tudor Salagean; Ana-Cornelia Badea (Remote. Sens., 2024)

SynRS3D : A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. - Jian Song 010; Hongruixuan Chen; Weihao Xuan; Junshi Xia; Naoto Yokoya (Zenodo, 2024)

A Comprehensive Framework for 3D Occupancy Estimation in Autonomous Driving. - Wanshui Gan; Ningkai Mo; Hongbin Xu; Naoto Yokoya (IEEE Trans. Intell. Veh., 2024)

Neural Hierarchical Decomposition for Single Image Plant Modeling. - Zhihao Liu; Zhanglin Cheng; Naoto Yokoya (CVPR, 2025)

Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance. - Jiahuan Li; Xiaoyu Dong; Wei He 003; Naoto Yokoya (WACV, 2025)

SAR and Social-Media-Based Change Detection With Dual-Threshold Fusion for Flood Inundation Mapping. - Heng Huang; Yan Yu; Tao Chen 004; Naoto Yokoya; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge. - Jiepan Li; He Huang; Yu Xia; Xian Xu; Yingxin Wu; Qi Guo; Yinhe Liu; Yanfei Zhong; Jeongho Min; Sungbin Son; Hyeonjin Kim; Jaejun Yoo; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Inter-Sensor High-Resolution and Multi-Temporal Image Fusion for Unsupervised Domain Adaptation in Remote Sensing. - Damian Ibañez; Junshi Xia; Naoto Yokoya; Filiberto Pla; Rubén Fernández-Beltran (IEEE Trans. Geosci. Remote. Sens., 2025)

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. - Hongruixuan Chen; Jian Song 010; Olivier Dietrich; Clifford Broni-Bediako; Weihao Xuan; Junjue Wang; Xinlei Shao; Yimin Wei 008; Junshi Xia; Cuiling Lan; Konrad Schindler; Naoto Yokoya (Zenodo, 2025)

OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping. - Junshi Xia; Hongruixuan Chen; Clifford Broni-Bediako; Yimin Wei 008; Jian Song 010; Naoto Yokoya (Zenodo, 2025)

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. - Hongruixuan Chen; Jian Song 010; Olivier Dietrich; Clifford Broni-Bediako; Weihao Xuan; Junjue Wang; Xinlei Shao; Yimin Wei 008; Junshi Xia; Cuiling Lan; Konrad Schindler; Naoto Yokoya (CoRR, 2025)

OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping. - Junshi Xia; Hongruixuan Chen; Clifford Broni-Bediako; Yimin Wei 008; Jian Song 010; Naoto Yokoya (CoRR, 2025)

A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges. - Lei Ding 008; Danfeng Hong; Maofan Zhao; Hongruixuan Chen; Chenyu Li 002; Jie Deng 002; Naoto Yokoya; Lorenzo Bruzzone; Jocelyn Chanussot (CoRR, 2025)

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. - Hongruixuan Chen; Jian Song 010; Olivier Dietrich; Clifford Broni-Bediako; Weihao Xuan; Junjue Wang; Xinlei Shao; Yimin Wei 008; Junshi Xia; Cuiling Lan; Konrad Schindler; Naoto Yokoya (Zenodo, 2025)

OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping. - Junshi Xia; Hongruixuan Chen; Clifford Broni-Bediako; Yimin Wei 008; Jian Song 010; Naoto Yokoya (Zenodo, 2025)

Is Pre-training Applicable to the Decoder for Dense Prediction? - Chao Ning 011; Wanshui Gan; Weihao Xuan; Naoto Yokoya (CoRR, 2025)

MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration. - Zhehui Wu; Yong Chen 013; Naoto Yokoya; Wei He 003 (CoRR, 2025)

A Vision Centric Remote Sensing Benchmark. - Abduljaleel Adejumo; Faegheh Yeganli; Clifford Broni-Bediako; Aoran Xiao; Naoto Yokoya; Mennatullah Siam (CoRR, 2025)

SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding. - Yimin Wei 008; Aoran Xiao; Yexian Ren; Yuting Zhu; Hongruixuan Chen; Junshi Xia; Naoto Yokoya (CoRR, 2025)

Multi-modal consistent loss diffusion model for Sentinel-3 single image super resolution. - Damian Ibañez; Rubén Fernández-Beltran; Filiberto Pla; Naoto Yokoya; Junshi Xia (Neural Comput. Appl., 2025)

Joint Super-Resolution and Segmentation for 1-m Impervious Surface Area Mapping in China's Yangtze River Economic Belt. - Jie Deng 002; Danfeng Hong; Chenyu Li 002; Naoto Yokoya (CoRR, 2025)

Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction. - Jian Song 010; Hongruixuan Chen; Naoto Yokoya (CoRR, 2025)

Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models. - Weihao Xuan; Qingcheng Zeng; Heli Qi; Junjue Wang; Naoto Yokoya (CoRR, 2025)

DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding. - Weihao Xuan; Junjue Wang; Heli Qi; Zihang Chen 001; Zhuo Zheng; Yanfei Zhong; Junshi Xia; Naoto Yokoya (CoRR, 2025)

DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response. - Junjue Wang; Weihao Xuan; Heli Qi; Zhihao Liu; Kunyi Liu; Yuhan Wu; Hongruixuan Chen; Jian Song 010; Junshi Xia; Zhuo Zheng; Naoto Yokoya (CoRR, 2025)

Hyperspectral Imaging. - Danfeng Hong; Chenyu Li 002; Naoto Yokoya; Bing Zhang 001; Xiuping Jia; Antonio Plaza; Paolo Gamba; Jón Atli Benediktsson; Jocelyn Chanussot (CoRR, 2025)

HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. - Di Wang 023; Meiqi Hu; Yao Jin; Yuchun Miao; Jiaqi Yang 005; Yichu Xu; Xiaolei Qin; Jiaqi Ma 002; Lingyu Sun; Chenxing Li; Chuan Fu; Hongruixuan Chen; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2025)