Multidimensional fusion of frequency and spatial domain information for enhanced camouflaged object detection

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Tingran Wang, Zaiyang Yu, Jianwei Fang, Jinlong Xie, Feng Yang, Huang Zhang, Liping Zhang, Minghua Du, Lusi Li, Xin Ning

Published: 01 Jan 2025, Last Modified: 09 Nov 2025Inf. Fusion 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Information fusion of frequency and spatial domains enhances camouflaged object detection (COD).•The proposed MAM-FFC operator and CCPM module enable efficient frequency- spatial fusion.•Its robust learning of cross-modality information is validated across gener- alized COD datasets.