3 papers
cs.CV2025
Learning Dual-Domain Multi-Scale Representations for Single Image Deraining
Shun Zou, Yi Zou, Mingya Zhang +3
Existing image deraining methods typically rely on single-input, single-output, and single-scale architectures, which overlook the joint multi-scale information between external an…
cs.CV2025
Fraesormer: Learning Adaptive Sparse Transformer for Efficient Food Recognition
Shun Zou, Yi Zou, Mingya Zhang +3
In recent years, Transformer has witnessed significant progress in food recognition. However, most existing approaches still face two critical challenges in lightweight food recogn…
eess.IV2024
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance
Shun Zou, Mingya Zhang, Bingjian Fan +2
Skin lesion segmentation is a crucial method for identifying early skin cancer. In recent years, both convolutional neural network (CNN) and Transformer-based methods have been wid…