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Author

Chun-Zhi Wang

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Sep 2026

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

CDGaitFusion is introduced, a multimodal gait recognition framework that integrates shared motion patterns with individual-specific features that provides a reliable and extensible framework for mitigating gait feature degradation under complex real-world conditions.

Si-Wei Wei, Qian-Qiu Shi, Fei-Fei Wei et al. · 0 citations
Open access Aug 2026

A Weakly Supervised Segmentation Algorithm Based on Local–Global Class Labelling Comparison

A single-stage weakly supervised segmentation algorithm based on local–global class labelling comparison that effectively improves the completeness of target activation regions and suppresses background noise, and it maintains strong generalization for slender, small and texture-sparse objects.

Bin-Yu Guo, Lai-Bao Yu, Yi-Ming Yang et al. · 0 citations
Aug 2026

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.

Si-Wei Wei, Changwen Yin, Xueli Chang et al. · 0 citations
Jul 2026

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

Experimental results demonstrate that StructPointNet delivers competitive segmentation accuracy, and the model proves to be scalable and hardware-friendly, offering a practical paradigm for efficient multimodal interpretation in resource-limited settings.

Si-Wei Wei, Chao-Jie Wang, Ruo-Xi Wang et al. · 0 citations
Jul 2026

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...

Si-Wei Wei, Kun Yu, Ruo-Xi Wang et al. · 0 citations

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