Exploring foci of:
Computers, materials & continua/Computers, materials & continua (Print) • Vol 65 • No 3
Multi-Purpose Forensics of Image Manipulations Using Residual-Based Feature
January 2020 • Anjie Peng, Kang Deng, Shenghai Luo, Hui Zeng
The multi-purpose forensics is an important tool for forge image detection. In this paper, we propose a universal feature set for the multi-purpose forensics which is capable of simultaneously identifying several typical image manipulations, including spatial low-pass Gaussian blurring, median filtering, re-sampling, and JPEG compression. To eliminate the influences caused by diverse image contents on the effectiveness and robustness of the feature, a residual group which contains several highpass filtered residua…
Artificial Intelligence
Computer Science
Computer Vision
Algorithm
Chemistry
Philosophy
Biochemistry