DCAM: Disturbed class activation maps for weakly supervised semantic segmentation

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Jie Lei, Guoyu Yang, Shuaiwei Wang, Zunlei Feng, Ronghua Liang

Published: 2023, Last Modified: 12 Nov 2025J. Vis. Commun. Image Represent. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A simple yet effective method DCAM for generating pseudo masks.•DCAM promotes more patterns to the prediction, identifying more object regions.•Extensive experiments on benchmarks datasets demonstrate the effectiveness of DCAM.