MSHV-Net: A Multi-Scale Hybrid Vision Network for skin image segmentation

Haicheng Qu, Yi Gao, Qingling Jiang, Ying Wang

Abstract: Highlights•MSHV-Net tackles skin segmentation with novel feature processing approaches.•RFM enhances local details using partial and pointwise convolutions.•MSWM leverages wavelet transforms for multi-scale features and context.•ACF uses attention mechanisms to highlight key features across channels.•MSHV-Net shows superior performance on multiple medical image datasets.