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

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)

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

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

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

Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetry. - Xinlei Shao; Hongruixuan Chen; Kirsty Magson; Jiaqi Wang; Jian Song 010; Jundong Chen 002; Jun Sasaki (CoRR, 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)

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)

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)

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

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)

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)

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)

Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction. - Jian Song 010; Hongruixuan Chen; 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)