Steganalysis of JPEG images by block texture based segmentation
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| 008 | 210128e20150801xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s11042-014-1880-y |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s11042-014-1880-y | ||
| 245 | 0 | 0 | |a Steganalysis of JPEG images by block texture based segmentation |h [Elektronische Daten] |c [Ran Wang, Mankun Xu, Xijian Ping, Tao Zhang] |
| 520 | 3 | |a The current JPEG steganalysis systems have attained outstanding achievements. A considerable variety of strategies for feature extraction are developed. However, a common shortcoming in the traditional image steganalysis techniques is that they are conducted on the entire image and do not take advantage of the content diversity. In this paper, a new steganalysis algorithm based on image segmentation is proposed to enable us to utilize the content characteristics of JPEG images. The images are segmented into several sub-images according to the texture complexity. The steganalysis features of each type of sub-images with the same or close texture complexity are extracted separately to build a classifier. The steganalysis results of the entire image are determined through a weighted fusing process. Experimental results demonstrate that the proposed method exhibits excellent performance and significantly improves the detection accuracy. | |
| 540 | |a Springer Science+Business Media New York, 2014 | ||
| 690 | 7 | |a Steganalysis |2 nationallicence | |
| 690 | 7 | |a JPEG steganography |2 nationallicence | |
| 690 | 7 | |a Image texture |2 nationallicence | |
| 690 | 7 | |a Image segmentation |2 nationallicence | |
| 700 | 1 | |a Wang |D Ran |u Zhengzhou Information Science and Technology Institute, 450002, Zhengzhou, Henan, China |4 aut | |
| 700 | 1 | |a Xu |D Mankun |u Zhengzhou Information Science and Technology Institute, 450002, Zhengzhou, Henan, China |4 aut | |
| 700 | 1 | |a Ping |D Xijian |u Zhengzhou Information Science and Technology Institute, 450002, Zhengzhou, Henan, China |4 aut | |
| 700 | 1 | |a Zhang |D Tao |u Zhengzhou Information Science and Technology Institute, 450002, Zhengzhou, Henan, China |4 aut | |
| 773 | 0 | |t Multimedia Tools and Applications |d Springer US; http://www.springer-ny.com |g 74/15(2015-08-01), 5725-5746 |x 1380-7501 |q 74:15<5725 |1 2015 |2 74 |o 11042 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s11042-014-1880-y |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s11042-014-1880-y |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Wang |D Ran |u Zhengzhou Information Science and Technology Institute, 450002, Zhengzhou, Henan, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Xu |D Mankun |u Zhengzhou Information Science and Technology Institute, 450002, Zhengzhou, Henan, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Ping |D Xijian |u Zhengzhou Information Science and Technology Institute, 450002, Zhengzhou, Henan, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Zhang |D Tao |u Zhengzhou Information Science and Technology Institute, 450002, Zhengzhou, Henan, China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Multimedia Tools and Applications |d Springer US; http://www.springer-ny.com |g 74/15(2015-08-01), 5725-5746 |x 1380-7501 |q 74:15<5725 |1 2015 |2 74 |o 11042 | ||