Jian Song

According to our database, Jian Song authored at least 25 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Junshi Xia, Zhuo Zheng, Naoto Yokoya

CoRR, May, 2025

Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction.

Jian Song, Hongruixuan Chen, Naoto Yokoya

CoRR, May, 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, Jian Song, Naoto Yokoya

Dataset, March, 2025

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response.

Hongruixuan Chen, Jian Song, Olivier Dietrich, Clifford Broni-Bediako, Weihao Xuan, Junjue Wang, Xinlei Shao, Yimin Wei, Junshi Xia, Cuiling Lan, Konrad Schindler, Naoto Yokoya

Dataset, March, 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, Jian Song, Naoto Yokoya

CoRR, January, 2025

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response.

Hongruixuan Chen, Jian Song, Olivier Dietrich, Clifford Broni-Bediako, Weihao Xuan, Junjue Wang, Xinlei Shao, Yimin Wei, Junshi Xia, Cuiling Lan, Konrad Schindler, Naoto Yokoya

CoRR, January, 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, Jian Song, Naoto Yokoya

Dataset, January, 2025

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response.

Hongruixuan Chen, Jian Song, Olivier Dietrich, Clifford Broni-Bediako, Weihao Xuan, Junjue Wang, Xinlei Shao, Yimin Wei, Junshi Xia, Cuiling Lan, Konrad Schindler, Naoto Yokoya

Dataset, January, 2025

2024

SynRS3D : A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery.

Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya

Dataset, October, 2024

OpenMapCD: A Multimodal Benchmark Dataset for Change Detection Between Optical Remote Sensing and Map Data.

Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya

Dataset, June, 2024

OpenEarthMap Land Cover Mapping Few-Shot Learning Challenge.

Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Naoto Yokoya

Dataset, March, 2024

OpenEarthMap Land Cover Mapping Few-Shot Learning Challenge.

Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Naoto Yokoya

Dataset, January, 2024

ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model.

Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya

IEEE Trans. Geosci. Remote. Sens., 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, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya

IEEE Trans. Geosci. Remote. Sens., 2024

Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark.

Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya

IEEE Geosci. Remote. Sens. Lett., 2024

ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model.

Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya

CoRR, 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, Jundong Chen, Jun Sasaki

CoRR, 2024

SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection.

Jian Song, Hongruixuan Chen, Naoto Yokoya

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery.

Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

OpenEarthMap Benchmark Suite and Its Applications.

Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako, Jian Song, Hongruixuan Chen

Proceedings of the IGARSS 2024, 2024

Change Detection between Optical Remote Sensing Imagery and Map Data Via Segment Anything Model (SAM).

Hongruixuan Chen, Jian Song, Naoto Yokoya

Proceedings of the IGARSS 2024, 2024

2023

SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection.

Jian Song, Hongruixuan Chen, Naoto Yokoya

Dataset, September, 2023

Land-cover change detection using paired OpenStreetMap data and optical high-resolution imagery via object-guided Transformer.

Hongruixuan Chen, Cuiling Lan, Jian Song, 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, Chen Wu, Bo Du, Naoto Yokoya

CoRR, 2023

2022

"Disaster Detection from SAR Images with Different Off-Nadir Angles Using Unsupervised Image Translation.

Jian Song, Bruno Adriano, Naoto Yokoya

Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022