Chang-Chun Xie

DGDE-CSFNet: Difference-Guided Dual-Branch Encoding and Cross-Scale Fusion for Maritime Scene Segmentation

Semantic segmentation of maritime imagery is challenging due to the coexistence of large homogeneous regions, such as sea and land, and small, sparsely distributed ship targets, particularly in complex port environments. Further, strong background dominance and intricate boundary structures often result in missed detec...