Markovian rake transform for digital image tampering detection
作者： Patchara Sutthiwan , Yun Q. Shi , Hong Zhao , Tian-Tsong Ng , Wei Su
DOI: 10.1007/978-3-642-24556-5_1
关键词:
摘要: An effective framework for passive-blind color image tampering detection is presented in this paper. The proposed statistical features are generated by applying Markovian rake transform to luminance component. the application of Markov process difference arrays which derived from quantized block discrete cosine 2-D with multiple sizes. efficacy thus has been confirmed over a recently established large-scale dataset designed detection, some relevant issues have addressed and corresponding adjustment measures taken. initial tests using classifiers on real-life forged images available Internet show signs promise as well challenge encountered research community detection.
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sci-hub.st 参考文章(23)
Zhenhua Qu, Guoping Qiu, Jiwu Huang, Detect Digital Image Splicing with Visual Cues information hiding. pp. 247- 261 ,(2009) , 10.1007/978-3-642-04431-1_18
Tian-Tsong Ng, Shih-Fu Chang, Ching-Yung Lin, Qibin Sun, None, Passive-blind Image Forensics digital rights management. pp. 383- 412 ,(2006) , 10.1016/B978-012369476-8/50017-8
Dongdong Fu, Yun Q. Shi, Wei Su, Detection of image splicing based on hilbert-huang transform and moments of characteristic functions with wavelet decomposition international workshop on digital watermarking. pp. 177- 187 ,(2006) , 10.1007/11922841_15
Jing Dong, Wei Wang, Tieniu Tan, Yun Q. Shi, Run-Length and Edge Statistics Based Approach for Image Splicing Detection international workshop on digital watermarking. ,vol. 5450, pp. 76- 87 ,(2009) , 10.1007/978-3-642-04438-0_7
Tian-Tsong Ng, Shih-Fu Chang, Qibin Sun, Blind detection of photomontage using higher order statistics international symposium on circuits and systems. ,vol. 5, pp. 688- 691 ,(2004) , 10.1109/ISCAS.2004.1329901
Yun Q. Shi, Chunhua Chen, Wen Chen, A Markov process based approach to effective attacking JPEG steganography information hiding. pp. 249- 264 ,(2006) , 10.1007/978-3-540-74124-4_17
Jing Dong, Tieniu Tan, Wei Wang, Effective image splicing detection based on image chroma international conference on image processing. pp. 1249- 1252 ,(2009) , 10.1109/ICIP.2009.5413549
Patchara Sutthiwan, Yun-Qing Shi, Jing Dong, Tieniu Tan, Tian-Tsong Ng, New developments in color image tampering detection international symposium on circuits and systems. pp. 3064- 3067 ,(2010) , 10.1109/ISCAS.2010.5537980
Stefan Leigh, Probability and Random Processes for Electrical Engineering ,(1989)
Yun Q. Shi, Chunhua Chen, Wen Chen, A natural image model approach to splicing detection Proceedings of the 9th workshop on Multimedia & security - MM&Sec '07. pp. 51- 62 ,(2007) , 10.1145/1288869.1288878