Lanlan Li

BFANet: Fine-Grained Boundary-Aware Semantic Segmentation Driven by Dynamic Feature Alignment

: Lightweight semantic segmentation remains challenging because compact backbones often weaken feature discriminability and lose fine-grained boundary details. In DeepLabV3 + -style encoder-decoder architectures, the direct fusion of high-level semantic features and low-level spatial features may introduce semantic-spa...