Clustering-inspired channel selection method for weakly supervised object localization

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Xiaofeng Wang, Zhe Liu, Xiangru Qiao, Zhiquan Li, Sidong Wu, Jiao Zhang, Yonghuai Liu, Zhan Li, Hongbo Guo, Huaizhong Zhang

Published: 01 Jan 2024, Last Modified: 10 Jan 2025Pattern Recognit. Lett. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•WSOL network extends image classification for precise object location.•CCS module filters channels, using K-means for effective object localization.•Tested on CUB200-2011, ImageNet-1K, FGVC-Aircraft, Stanford Cars with success.