Li-Ping Wang

DDFNet: A Depth-decoupled Dual-directional Guided Fusion Network for Semantic Segmentation

To address the issues that VMamba exhibits relatively weak local detail preservation, particularly prone to boundary blurring, and that existing CNN–VMamba fusion methods overlook the distinct characteristics of features at different depths, this paper proposes a semantic segmentation network based on depth-decoupled d...