CubeNet: X-shape connection for camouflaged object detection

• Published in: Pattern recognition Vol. 127; p. 108644
• Main Authors: Zhuge, Mingchen, Lu, Xiankai, Guo, Yiyou, Cai, Zhihua, Chen, Shuhan
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.07.2022
• Subjects: Camouflaged object detection; Edge guidance; Neural network; Novel feature aggregation; Novel feature aggregation; Neural network; Edge guidance; Camouflaged object detection

•We propose a novel CubeNet architecture for camouflaged object detection, which accompanies with feature Fusion Blocks and X-connection to sufficiently integrate multiple layer features.•The proposed model can be trained quickly. Meanwhile, it achieves real-time inference efficiency.•Extensive resu...