Naoto Yokoya

发表论文 40 篇 · 总被引 1058 次 · h-index 14

代表论文

ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model (2024 · IEEE Transactions on Geoscience and Remote Sensing · 被引 463)
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model (2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 被引 208)
BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response (2025 · Earth System Science Data · 被引 89)
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation (2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 被引 42)
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, strategies, and challenges (2025 · IEEE Geoscience and Remote Sensing Magazine · 被引 35)
SARLANG-1M: A Benchmark for Vision–Language Modeling in SAR Image Understanding (2025 · IEEE Transactions on Geoscience and Remote Sensing · 被引 27)