Image manipulation detection
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Date
2006
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Is &T & Spie
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.
Description
Keywords
Engineering, Optics, Imaging science & photographic technology, Exposing digital forgeries, Quality, Feature extraction, Image classification, Image recognition, Image reconstruction, Decision fusion, Feature fusion, Forensic features, Image manipulation, Image analysis
Citation
Bayram, S. vd. (2006). ''Image manipulation detection''. Journal of Electronic Imaging, 15(4), 041102.