2 papers
cs.CV2026
From Pixels to Images: A Structural Survey of Deep Learning Paradigms in Remote Sensing Image Semantic Segmentation
Quanwei Liu, Tao Huang, Jiaqi Yang +1
Semantic segmentation (SS) of RSIs enables the fine-grained interpretation of surface features, making it a critical task in RS analysis. With the increasing diversity and volume o…
cs.CV2025
Dual Classification Head Self-training Network for Cross-scene Hyperspectral Image Classification
Rong Liu, Junye Liang, Jiaqi Yang +2
Due to the difficulty of obtaining labeled data for hyperspectral images (HSIs), cross-scene classification has emerged as a widely adopted approach in the remote sensing community…