An Overview on Passive Image Forensics Technology for Automatic Computer Forgery

An Overview on Passive Image Forensics Technology for Automatic Computer Forgery

Jie Zhao (School of Computer and Information Engineering, Tianjin Chengjian University, Tianjin, China), Qiuzi Wang (School of Electronic Information Engineering, Tianjin University, Tianjin, China), Jichang Guo (School of Electronic Information Engineering, Tianjin University, Tianjin, China), Lin Gao (College of Software, Nankai University, Tianjin, China & School of Computer and Information Engineering, Tianjin ChengJian University, Tianjin, China) and Fusheng Yang (School of Computer and Information Engineering, Tianjin Chengjian University, Tianjin, China)
Copyright: © 2020 |Pages: 12
DOI: 10.4018/978-1-7998-3025-2.ch003

Abstract

Currently, with the popularity of sophisticated image editing tools like Photoshop, it is becoming very difficult to discriminate between an authentic image and its manipulated version, which poses a serious social problem of debasing the credibility of photographic images as definite records of events. Passive image forgery detection technology, as one main branch of image forensics, has been regarded as the promising research interest due to its versatility and universality. Automatic computer forgery employs computer intelligent algorithms to forge an image in an automatic way, which is rather more complex than copy-move forgery since the source of duplicated region could be non-continuous. In this paper, the authors provide a comprehensive overview of the state-of-the-art passive detection methods for automatic computer forgery.
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2. Review Of Automatic Computer Forgery Techniques

The automatic computer forgery techniques denoted in this paper refer to image inpainting and seam carving, both of which can achieve object removal. In this section, these two kinds of forgery techniques will be briefly introduced.

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