Si-Wei Wei

CDGaitFusion: a multimodal gait recognition network based on the fusion of commonality patterns and differential features

Pmdan: progressive multi-branch distillation attention network for efficient image super-resolution

The proposed Progressive Multi-branch Distillation Attention Network (PMDAN), a lightweight SR framework based on a progressive dilated feature extraction strategy, achieves competitive reconstruction performance among recent lightweight SR methods.

StructPointNet: explicit geometric prior extraction and reuse for efficient multimodal remote sensing semantic segmentation

Abstract. Semantic segmentation is widely regarded as one of the most advanced scene understanding techniques in remote sensing. Although monomodal segmentation models have advanced recently, the rich potential of multimodal data is still largely untapped. Current multimodal approaches are often rigid, typically limite...

RestoreGait: a recognition-oriented temporal inpainting framework for occluded gait recognition

RestoreGait is introduced, an end-to-end framework designed to actively recover occluded gait cues through a lightweight pseudo-3D spatiotemporal decoupled inpainting module that decouples spatial contour restoration from temporal motion aggregation, thereby effectively utilizing visible information across multiple fra...