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Volumn 5, Issue , 2008, Pages 2831-2834

Digital image forensics using statistical features and neural network classifier

Author keywords

Digital image forensics; Higher order autocorrelation statistics; RBF neural network

Indexed keywords

CLASSIFIERS; CONTROL THEORY; CORRELATION DETECTORS; CYBERNETICS; FEEDFORWARD NEURAL NETWORKS; IMAGE ANALYSIS; IMAGE CLASSIFICATION; IMAGE ENHANCEMENT; LEARNING SYSTEMS; RADIAL BASIS FUNCTION NETWORKS; ROBOT LEARNING; STATISTICS; VEGETATION;

EID: 57849140821     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2008.4620890     Document Type: Conference Paper
Times cited : (13)

References (13)
  • 1
    • 34250309547 scopus 로고    scopus 로고
    • Digital doctoring: How to tell the real from the fake
    • H. Farid. Digital doctoring: How to tell the real from the fake. Significance, 3(4): 162-166, 2006.
    • (2006) Significance , vol.3 , Issue.4 , pp. 162-166
    • Farid, H.1
  • 2
    • 33750910780 scopus 로고    scopus 로고
    • Exposing digital forgeries in scientific images
    • Geneva, Switzerland
    • H. Farid. Exposing digital forgeries in scientific images. In ACM Multimedia and Security Workshop, pages 29-36, Geneva, Switzerland, 2006.
    • (2006) ACM Multimedia and Security Workshop , pp. 29-36
    • Farid, H.1
  • 5
    • 46449134159 scopus 로고    scopus 로고
    • Image splicing detection using camera response function consistency and automatic segmentation
    • Beijing, China
    • Y.-F. Hsu and S.-F. Chang. Image splicing detection using camera response function consistency and automatic segmentation. In International Conference on Multimedia and Expo (ICME), pages 28-31, Beijing, China, 2007.
    • (2007) International Conference on Multimedia and Expo (ICME) , pp. 28-31
    • Hsu, Y.-F.1    Chang, S.-F.2
  • 8
    • 34548106051 scopus 로고    scopus 로고
    • Exposing digital forgeries through specular highlights on the eye
    • Saint Malo, France
    • M. Johnson and H. Farid. Exposing digital forgeries through specular highlights on the eye. In 9th International Workshop on Information Hiding, Saint Malo, France, 2007.
    • (2007) 9th International Workshop on Information Hiding
    • Johnson, M.1    Farid, H.2
  • 9
    • 85027140143 scopus 로고
    • A face recognition method using higher order local autocorrelation and multivariate analysis
    • T. Kurita, N. Otsu, and T. Sato. A face recognition method using higher order local autocorrelation and multivariate analysis. In 11th IAPR Int. Conf. on Pattern Recognition, volume 2, pages 213-216, 1992.
    • (1992) 11th IAPR Int. Conf. on Pattern Recognition , vol.2 , pp. 213-216
    • Kurita, T.1    Otsu, N.2    Sato, T.3
  • 10
    • 33646783283 scopus 로고    scopus 로고
    • Blind fake image detection scheme using SVD
    • May
    • W. Lu, F.-L. Chung, and H. Lu. Blind fake image detection scheme using SVD. IEICE Trans. Communications, E89-B(5):1726-1728, May 2006.
    • (2006) IEICE Trans. Communications , vol.E89-B , Issue.5 , pp. 1726-1728
    • Lu, W.1    Chung, F.-L.2    Lu, H.3
  • 11
    • 13244253845 scopus 로고    scopus 로고
    • How realistic is photorealistic
    • Feb
    • S. Lyu and H. Farid. How realistic is photorealistic. IEEE Trans. Signal Processing, 53(2):845-850, Feb. 2005.
    • (2005) IEEE Trans. Signal Processing , vol.53 , Issue.2 , pp. 845-850
    • Lyu, S.1    Farid, H.2
  • 12
    • 0001364162 scopus 로고
    • Nth-order autocorrelations in pattern recognition
    • J. A. Mclaughlin and J. Raviv. Nth-order autocorrelations in pattern recognition. Information and Control, 12:121-142, 1968.
    • (1968) Information and Control , vol.12 , pp. 121-142
    • Mclaughlin, J.A.1    Raviv, J.2
  • 13
    • 4344600402 scopus 로고    scopus 로고
    • Blind detection of photomontage using higher order statistics
    • ISCAS, May
    • T.-T. Ng, S.-F. Chang, and Q. Sun. Blind detection of photomontage using higher order statistics. In IEEE Int. Symposium on Circuits and Systems (ISCAS), volume 5, pages 688-691, May 2004.
    • (2004) IEEE Int. Symposium on Circuits and Systems , vol.5 , pp. 688-691
    • Ng, T.-T.1    Chang, S.-F.2    Sun, Q.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.