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Author:

Wang, Xiaofeng (Wang, Xiaofeng.) | Zheng, Nanning (Zheng, Nanning.) | Xue, Jianru (Xue, Jianru.) (Scholars:薛建儒) | Liu, Zhenli (Liu, Zhenli.)

Indexed by:

SCIE EI Scopus

Abstract:

We proposed an image signature method for content authentication, which applies a hierarchical approach to construct an image signature. In the first level, DWT and DCT are used to extract image features; then these features are encrypted by using sub-keys that are generated by a cryptographically hash function. In the second level, Karhunen-Loeve transformation is used to reduce the signature length. The main features of the proposed method are as follows: (i) It achieves a trade-off between robustness and tampering sensitivity. (ii) It provides a tool for image tampering detection and tampering localization. (iii) It can be used to detect the thumbnail of the large image to improve detection efficiency. (iv) It provides the compact signature, and the signature length is independent of the image size. Experimental results show that proposed method is robust for content-preserving manipulations such as JPEG compression, adding noise, filtering and Gamma correction, etc.

Keyword:

DWT-DCT Huffman encoding image authentication image hash image signature KL transformation tampering detection

Author Community:

  • [ 1 ] [Wang, Xiaofeng; Liu, Zhenli] Xian Univ Technol, Sch Sci, Xian 710048, Shaanxi, Peoples R China
  • [ 2 ] [Zheng, Nanning; Xue, Jianru] Xi An Jiao Tong Univ, Inst Artificial Intelligence & Robot, Xian 710049, Shaanxi, Peoples R China

Reprint Author's Address:

  • Xian Univ Technol, Sch Sci, Xian 710048, Shaanxi, Peoples R China.

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Source :

COMPUTER JOURNAL

ISSN: 0010-4620

Year: 2012

Issue: 6

Volume: 55

Page: 686-701

0 . 7 5 5

JCR@2012

1 . 4 9 4

JCR@2020

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:154

JCR Journal Grade:3

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 13

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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