Single stage weakly supervised semantic segmentation via enhanced patch affinity

Jingjie Jiang

doi:10.1016/j.imavis.2025.105791

Single stage weakly supervised semantic segmentation via enhanced patch affinity

2025-10-15

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DOI：10.1016/j.imavis.2025.105791

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• Single stage WSSS method that integrates patch affinity. • Adaptive evaluation of attention importance from different layers and weighted fusion. • Head averaging can reduce occupancy of attention map and maintain optimization. • Experimental results have shown that our method achieves competitive performance.

Single stage weakly supervised semantic segmentation via enhanced patch affinity

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