Author

Wen-Hua Jiao

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Open access Oct 2026

Adaptive Feature and Loss Modulation for Symmetry-Breaking Small-Defect Detection in Automotive Glass

Detecting small, low-contrast defects on automotive glass is difficult because multiple factors act together: specular reflections, a wide range of defect scales, and repeated downsampling, which collectively obscure the very weak local deviations that distinguish a defect from an approximately regular background. This...

Li-Jun Yu, Chuang Xu, Ke Yang et al. · Symmetry · 0 citations

D 3 F: Diffusion-Driven Dual-Stream Framework for Occluded Person Re-Identification

A novel end-to-end Diffusion-Driven Dual-stream Framework (D 3 F), which seamlessly integrates generative structural priors from Diffusion Transformers (DiT) into vision-language ReID, achieving state-of-the-art (SOTA) performance on both occluded and holistic ReID benchmark datasets.

Xiaohao Xie, Weihao Meng, Wen-Hua Jiao · 0 citations