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cs.CV2025
Edge Detection based on Channel Attention and Inter-region Independence Test
Ru-yu Yan, Da-Qing Zhang
Existing edge detection methods often suffer from noise amplification and excessive retention of non-salient details, limiting their applicability in high-precision industrial scen…
cs.CV2025
Edge-preserving Image Denoising via Multi-scale Adaptive Statistical Independence Testing
Ruyu Yan, Da-Qing Zhang
Edge detection is crucial in image processing, but existing methods often produce overly detailed edge maps, affecting clarity. Fixed-window statistical testing faces issues like s…