TPRNet: camouflaged object detection via transformer-induced progressive refinement network

• Published in: The Visual computer Vol. 39; no. 10; pp. 4593 - 4607
• Main Authors: Zhang, Qiao, Ge, Yanliang, Zhang, Cong, Bi, Hongbo
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.10.2023; Springer Nature B.V
• Subjects: Artificial Intelligence; Computer Graphics; Computer Science; Deep learning; Image Processing and Computer Vision; Methods; Mining; Modules; Neural networks; Object recognition; Original Article; Semantics; Transformers; Deep learning; Transformer; Progressive refinement; Camouflaged object detection

Camouflaged object detection (COD) is a challenging task which aims to detect objects similar to the surrounding environment. In this paper, we propose a transformer-induced progressive refinement network ( TPRNet ) to solve challenging COD tasks. Specifically, our network includes a Transformer-ind...