Naoto Yokoya

Bunkyo University — Japan

Engineering · Physical Sciences

60h-index14.7kcitations269works19.62yr avg
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Research Topics

Remote-Sensing Image Classification(137), Advanced Image Fusion Techniques(79), Remote Sensing and Land Use(57), Remote Sensing in Agriculture(42), Image and Signal Denoising Methods(35)

Publications269 total

Enhancing monocular height estimation via sparse LiDAR-guided correction
ISPRS Journal of Photogrammetry and Remote Sensing·2025Open Access
CityVLM: Towards sustainable urban development via multi-view coordinated vision–language model
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 1 cited
OpenEarthMap-SAR: A benchmark synthetic aperture radar dataset for global high-resolution land cover mapping [Software and Data Sets]
IEEE Geoscience and Remote Sensing Magazine·2025· 3 cited
Report on the 2025 IEEE GRSS Data Fusion Contest: All-Weather Land Cover and Building Damage Mapping [Technical Committees]
IEEE Geoscience and Remote Sensing Magazine·2025
Bright: a globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response
Earth system science data·2025· 14 citedOpen Access
LR <sup>2</sup> Depth: Large-Region Aggregation at Low Resolution for Efficient Monocular Depth Estimation
2025
Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards
arXiv (Cornell University)·2025Open Access
CGSL: Commonality graph structure learning for unsupervised multimodal change detection
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 2 cited
Hyperspectral Imaging
arXiv (Cornell University)·2025Open Access
Foundation Models for Remote Sensing and Earth Observation: A survey
IEEE Geoscience and Remote Sensing Magazine·2025· 25 cited
Cross-scenario damaged building extraction network: Methodology, application, and efficiency using single-temporal HRRS imagery
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 3 cited
BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response
2025· 9 citedOpen Access
Neural Hierarchical Decomposition for Single Image Plant Modeling
2025· 1 cited
2025 IEEE GRSS Data Fusion Contest: All-Weather Land Cover and Building Damage Mapping
IEEE Geoscience and Remote Sensing Magazine·2025
DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response
arXiv (Cornell University)·2025· 2 citedOpen Access
DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding
arXiv (Cornell University)·2025Open Access
Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models
arXiv (Cornell University)·2025Open Access
Joint Super-Resolution and Segmentation for 1-m Impervious Surface Area Mapping in China's Yangtze River Economic Belt
ArXiv.org·2025· 3 citedOpen Access
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 81 cited
SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Jocelyn Chanussot(13), Danfeng Hong(11), Junshi Xia(11), Wei He(10), Pedram Ghamisi(7), Akira Iwasaki(5), Xiao Xiang Zhu(5), Yong Chen(5), Jing Yao(4), Bing Zhang(4), Ronny Hänsch(4), Bertrand Le Saux(4), Tien Dat Pham(4), Hongruixuan Chen(4), Ting‐Zhu Huang(4), Qibin Zhao(4), Chenyu Li(3), Jón Atli Benediktsson(3), Bo Du(3), Liangpei Zhang(3)