Journal article
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization
Abstract
To defend against manipulation of image content, such as splicing, copy-move, and removal, we develop a Progressive Spatio-Channel Correlation Network (PSCC-Net) to detect and localize image manipulations. PSCC-Net processes the image in a two-path procedure: a top-down path that extracts local and global features and a bottom-up path that detects whether the input image is manipulated, and estimates its manipulation masks at multiple scales, …
Authors
Liu X; Liu Y; Chen J; Liu X
Journal
IEEE Transactions on Circuits and Systems for Video Technology, Vol. 32, No. 11, pp. 7505–7517
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
November 1, 2022
DOI
10.1109/tcsvt.2022.3189545
ISSN
1051-8215