Image manipulation detection


Bayram S., Avcibas I., Sankur B., Memon N.

JOURNAL OF ELECTRONIC IMAGING, vol.15, no.4, 2006 (Peer-Reviewed Journal) identifier identifier identifier

  • Publication Type: Article / Article
  • Volume: 15 Issue: 4
  • Publication Date: 2006
  • Doi Number: 10.1117/1.2401138
  • Journal Name: JOURNAL OF ELECTRONIC IMAGING
  • Journal Indexes: Science Citation Index Expanded, Scopus

Abstract

Techniques and methodologies for validating the authenticity of digital images and testing for the presence of doctoring and manipulation operations on them has recently attracted attention. We review three categories of forensic features and discuss the design of classifiers between doctored and original images. The performance of classifiers with respect to selected controlled manipulations as well as to uncontrolled manipulations is analyzed. The tools for image manipulation detection are treated under feature fusion and decision fusion scenarios. (c) 2006 SPIE and IS&T