IEEE transactions on pattern analysis and machine intelligence
A Gift from the Integration of Discriminative and Diffusion-based Generative Learning: Boundary Refinement Remote Sensing Semantic Segmentation.
Hao Wang, Keyan Hu, Xin Guo, Haifeng Li, Chao Tao
Published: 202610.1109/TPAMI.2026.3654243
Abstract
Remote sensing semantic segmentation must address both what the ground objects are within an image and where they are located. Consequently, segmentation models must ensure not only the semantic correctness of large-scale patches (low-frequency infor…
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