PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization

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...

Full description

Saved in:
Bibliographic Details
Published in:IEEE transactions on circuits and systems for video technology 2022-11, Vol.32 (11), p.7505-7517
Main Authors: Liu, Xiaohong, Liu, Yaojie, Chen, Jun, Liu, Xiaoming
Format: Article
Language:English
Subjects:
attention mechanism
Coders
Correlation
Encoders-Decoders
Estimation
Feature extraction
Forgery
Image manipulation
Image manipulation detection and localization
Localization
Location awareness
Masks
progressive mechanism
Splicing
Task analysis
Weight reduction
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!