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Detecting recompression of JPEG images via periodicity analysis of compression artifacts for tampering detection
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Detecting recompression of JPEG images via periodicity analysis of compression artifacts for tampering detection

Yi-Lei ChenChiou-Ting Hsu
IEEE Transactions on Information Forensics and Security, 卷.6(2), 頁碼.396-406
06/2011

摘要

Compression artifacts JPEG images periodicity analysis recompression detection Computer Networks and Communications Safety Risk Reliability and Quality
Due to the popularity of JPEG as an image compression standard, the ability to detect tampering in JPEG images has become increasingly important. Tampering of compressed images often involves recompression and tends to erase traces of tampering found in uncompressed images. In this paper, we present a new technique to discover traces caused by recompression. We assume all source images are in JPEG format and propose to formulate the periodic characteristics of JPEG images both in spatial and transform domains. Using theoretical analysis, we design a robust detection approach which is able to detect either block-aligned or misaligned recompression. Experimental results demonstrate the validity and effectiveness of the proposed approach, and also show it outperforms existing methods. © 2011 IEEE.

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