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Contrast Modification Forensics Algorithm Based on Merged Weight Histogram of Run Length

Contrast Modification Forensics Algorithm Based on Merged Weight Histogram of Run Length

Liang Yang, Tiegang Gao, Yan Xuan, Hang Gao
Copyright: © 2016 |Volume: 8 |Issue: 2 |Pages: 9
ISSN: 1941-6210|EISSN: 1941-6229|EISBN13: 9781466690257|DOI: 10.4018/IJDCF.2016040103
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MLA

Yang, Liang, et al. "Contrast Modification Forensics Algorithm Based on Merged Weight Histogram of Run Length." IJDCF vol.8, no.2 2016: pp.27-35. http://doi.org/10.4018/IJDCF.2016040103

APA

Yang, L., Gao, T., Xuan, Y., & Gao, H. (2016). Contrast Modification Forensics Algorithm Based on Merged Weight Histogram of Run Length. International Journal of Digital Crime and Forensics (IJDCF), 8(2), 27-35. http://doi.org/10.4018/IJDCF.2016040103

Chicago

Yang, Liang, et al. "Contrast Modification Forensics Algorithm Based on Merged Weight Histogram of Run Length," International Journal of Digital Crime and Forensics (IJDCF) 8, no.2: 27-35. http://doi.org/10.4018/IJDCF.2016040103

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Abstract

A novel image forensic algorithm against contrast modification based on merged weight histogram of run length is proposed. In the proposed algorithm, the run length histogram features were firstly extracted, and then those of different orientation were subsequently merged; after normalization of the prior features, the authors calculated leaps in the histogram numerically; lastly, the generated features of authentic and tampered images were trained by a SVM classifier. Large amounts of experiments show that, the proposed algorithm has low cost of computation complexity, compared with some existing scheme, and it has better performance with many test databases, furthermore, the proposed algorithm can effectively detect local contrast modification of image.

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