Preprint
Aug 2026
Hierarchical Adaptive Feature Refinement Network for VHR Remote Sensing Image Segmentation
HAFR-Net is presented, a progressive refinement framework that adaptively organizes and conservatively refines hierarchical representations instead of replacing them with a monolithic decoder transformation and shows consistent spatial reweighting beyond content-only routing, improved boundary and thin-structure accura...
Shuai Cao, Meng Tang, Shuwei Peng et al.
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