Xia, Junshi
- OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping
2022/10/19 by Junshi Xia, Naoto Yokoya, Xia, Junshi +5 · 19 citations
Computer Science · Engineering · Social Sciences · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Remote-Sensing Image Classification
- Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping
2020/09/14 by Adriano, Bruno, Yokoya, Naoto, Xia, Junshi +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response
2025/01/09 by Hongruixuan Chen, Chen, Hongruixuan, Jian Song +19 · 10 citations
Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Fire Detection and Safety Systems #Image and Video Processing (eess.IV) #Infrastructure Maintenance and Monitoring #Signal Processing (eess.SP) #electronic engineering #information engineering
- OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping
2025/01/18 by Junshi Xia, Xia, Junshi, Hongruixuan Chen +9 · 7 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Signal Processing (eess.SP) #Soil Moisture and Remote Sensing #Synthetic Aperture Radar (SAR) Applications and Techniques #electronic engineering #information engineering
- DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response
2025/05/27 by Junjue Wang, Weihao Xuan, Wang, Junjue +19 · 10 citations
Engineering · #Remote-Sensing Image Classification
- SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery
2024/06/26 by Jian Song, Hongruixuan Chen, Song, Jian +7 · 4 citations
Earth and Planetary Sciences · Environmental Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Geological Modeling and Analysis #Remote Sensing and LiDAR Applications
- SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding
2025/04/04 by Wei, Yimin, Xiao, Aoran, Ren, Yexian +4 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Building Damage Mapping with Self-PositiveUnlabeled Learning
2021/11/04 by Xia, Junshi, Yokoya, Naoto, Adriano, Bruno · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Submeter-level Land Cover Mapping of Japan
2023/11/19 by Naoto Yokoya, Yokoya, Naoto, Junshi Xia +3 · 1 citation
Engineering · Environmental Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Remote Sensing in Agriculture #Remote-Sensing Image Classification
- Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping
2024/04/23 by Clifford Broni-Bediako, Broni-Bediako, Clifford, Junshi Xia +3 · 1 citation
Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Remote Sensing and Land Use
- DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding
2025/05/27 by Weihao Xuan, Junjue Wang, Xuan, Weihao +13 · 4 citations
Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis
- Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark
2024/09/17 by Broni-Bediako, Clifford, Xia, Junshi, Song, Jian +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences