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Volumn 11, Issue 1, 2017, Pages 81-88

Passive detection of image forgery using DCT and local binary pattern

Author keywords

Copy move forgery; DCT; Forgery detection; Image forensics; Image splicing; LBP; SVM

Indexed keywords

BINS; DISCRETE COSINE TRANSFORMS; IMAGE PROCESSING; SUPPORT VECTOR MACHINES;

EID: 84973143559     PISSN: 18631703     EISSN: 18631711     Source Type: Journal    
DOI: 10.1007/s11760-016-0899-0     Document Type: Article
Times cited : (114)

References (27)
  • 1
    • 85032768213 scopus 로고    scopus 로고
    • A survey of image forgery detection
    • Farid, H.: A survey of image forgery detection. IEEE Signal Process. Mag. 2(26), 16–25 (2009)
    • (2009) IEEE Signal Process. Mag. , vol.2 , Issue.26 , pp. 16-25
    • Farid, H.1
  • 2
    • 77953650817 scopus 로고    scopus 로고
    • A bibliography on blind methods for identifying image forgery
    • Mahdian, B., Saic, S.: A bibliography on blind methods for identifying image forgery. Signal Process. Image Commun. 25(6), 389–399 (2010)
    • (2010) Signal Process. Image Commun. , vol.25 , Issue.6 , pp. 389-399
    • Mahdian, B.1    Saic, S.2
  • 3
    • 79960718594 scopus 로고    scopus 로고
    • Detecting copy-move forgery in digital images: a survey and analysis of current methods
    • Shivakumar, B.L., Baboo, S.S.: Detecting copy-move forgery in digital images: a survey and analysis of current methods. Glob. J. Comput. Sci. Technol. 10(7), 61–65 (2011)
    • (2011) Glob. J. Comput. Sci. Technol. , vol.10 , Issue.7 , pp. 61-65
    • Shivakumar, B.L.1    Baboo, S.S.2
  • 5
    • 84863325954 scopus 로고    scopus 로고
    • Passive copy move image forgery detection using undecimated dyadic wavelet transform
    • Muhammad, G., Hussain, M., Bebis, G.: Passive copy move image forgery detection using undecimated dyadic wavelet transform. Digit. Investig. 9(1), 49–57 (2012)
    • (2012) Digit. Investig. , vol.9 , Issue.1 , pp. 49-57
    • Muhammad, G.1    Hussain, M.2    Bebis, G.3
  • 6
    • 84894902017 scopus 로고    scopus 로고
    • Accurate and robust localization of duplicated region in copy–move image forgery
    • Jaberi, M., Bebis, G., Hussain, M., Muhammad, G.: Accurate and robust localization of duplicated region in copy–move image forgery. Mach. Vis. Appl. 25(2), 451–475 (2014)
    • (2014) Mach. Vis. Appl. , vol.25 , Issue.2 , pp. 451-475
    • Jaberi, M.1    Bebis, G.2    Hussain, M.3    Muhammad, G.4
  • 8
    • 84874148290 scopus 로고    scopus 로고
    • Revealing image splicing forgery using local binary patterns of DCT coefficients
    • Zhang, Y., Zhao, C.: Revealing image splicing forgery using local binary patterns of DCT coefficients. Commun. Signal Process. Syst. 202, 181–189 (2012)
    • (2012) Commun. Signal Process. Syst. , vol.202 , pp. 181-189
    • Zhang, Y.1    Zhao, C.2
  • 10
    • 85036670435 scopus 로고    scopus 로고
    • Detecting digital image splicing in chroma spaces
    • Zhao, X., Li, J.: Detecting digital image splicing in chroma spaces. Digit. Watermarking 6526, 12–22 (2011)
    • (2011) Digit. Watermarking , vol.6526 , pp. 12-22
    • Zhao, X.1    Li, J.2
  • 12
    • 20444471753 scopus 로고    scopus 로고
    • A Data Set of Authentic and Spliced Image Blocks. ADVENT Technical Report, #203-2004-3
    • Ng, T.-T., Chang, S.-F.: A Data Set of Authentic and Spliced Image Blocks. ADVENT Technical Report, #203-2004-3, Columbia University (2004)
    • (2004) Columbia University
    • Ng, T.-T.1    Chang, S.-F.2
  • 15
    • 85009150060 scopus 로고    scopus 로고
    • CASIA, Image Tampering Detection Evaluation Database
    • CASIA, Image Tampering Detection Evaluation Database, http://forensics.idealtest.org
  • 16
    • 84864277926 scopus 로고    scopus 로고
    • Digital image splicing detection based on Markov features in DCT and DWT domain
    • He, Z., Lu, W.: Digital image splicing detection based on Markov features in DCT and DWT domain. Pattern Recognit. 45(12), 4292–4299 (2012)
    • (2012) Pattern Recognit , vol.45 , Issue.12 , pp. 4292-4299
    • He, Z.1    Lu, W.2
  • 17
    • 78650323484 scopus 로고    scopus 로고
    • Run-length and edge statistics based approach for image splicing detection
    • Dong, J., Wang, W.: Run-length and edge statistics based approach for image splicing detection. Digit. Watermarking 5450, 76–87 (2009)
    • (2009) Digit. Watermarking , vol.5450 , pp. 76-87
    • Dong, J.1    Wang, W.2
  • 18
    • 85009064050 scopus 로고    scopus 로고
    • Yu-Feng, H., Shih-Fu, C.: Detecting image splicing using geometry invariants and camera characteristics consistency. In: IEEE International Conference on Multimedia and Expo, Toronto, ON
    • Yu-Feng, H., Shih-Fu, C.: Detecting image splicing using geometry invariants and camera characteristics consistency. In: IEEE International Conference on Multimedia and Expo, Toronto, ON
  • 19
    • 84888587842 scopus 로고    scopus 로고
    • M., Bebis, G.: Image forgery detection using multi-resolution Weber local descriptors
    • Hussain, M., Muhammad, G., Saleh, S.Q., Mirza, A., M., Bebis, G.: Image forgery detection using multi-resolution Weber local descriptors. In: Proceedings of the IEEE EUROCON, Zagreb, pp. 1570–1577 (2013)
    • (2013) Proceedings of the IEEE EUROCON, Zagreb , pp. 1570-1577
    • Hussain, M.1    Muhammad, G.2    Saleh, S.Q.3    Mirza, A.4
  • 20
    • 84899992554 scopus 로고    scopus 로고
    • Image forgery detection using steerable pyramid transform and local binary pattern
    • Muhammad, G., Al-Hammadi, M., Hussain, M., Bebis, G.: Image forgery detection using steerable pyramid transform and local binary pattern. Mach. Vis. Appl. 25(4), 985–995 (2014)
    • (2014) Mach. Vis. Appl. , vol.25 , Issue.4 , pp. 985-995
    • Muhammad, G.1    Al-Hammadi, M.2    Hussain, M.3    Bebis, G.4
  • 21
    • 33646719448 scopus 로고    scopus 로고
    • Boosting local binary pattern (LBP)-based face recognition
    • Zhang, G., Huang, X.: Boosting local binary pattern (LBP)-based face recognition. Adv. Biometr. Person Authent. 3338, 179–186 (2005)
    • (2005) Adv. Biometr. Person Authent. , vol.3338 , pp. 179-186
    • Zhang, G.1    Huang, X.2
  • 22
    • 0025654375 scopus 로고
    • Luminance and chromatic modulation sensitivity of macaque ganglion cells and human observers
    • Lee, B.B., Pokorny, J.: Luminance and chromatic modulation sensitivity of macaque ganglion cells and human observers. JOSA A 7, 2223–2236 (1990)
    • (1990) JOSA A , vol.7 , pp. 2223-2236
    • Lee, B.B.1    Pokorny, J.2
  • 23
    • 80054806538 scopus 로고    scopus 로고
    • Local binary patterns and its application to facial image analysis: a survey
    • Di, H., Caifeng, S.: Local binary patterns and its application to facial image analysis: a survey. IEEE Trans. Syst. Man Cybern. 41(6), 765–781 (2011)
    • (2011) IEEE Trans. Syst. Man Cybern. , vol.41 , Issue.6 , pp. 765-781
    • Di, H.1    Caifeng, S.2
  • 24
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes, C., Vapnik, V.: Support-vector networks. Mach. Learn. 20(3), 273–297 (1995)
    • (1995) Mach. Learn. , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 26
    • 85009122290 scopus 로고    scopus 로고
    • Hsu, C.-W., Chang, C.-C., Lin, C.-J.: A practical guide to support vector classification. (2010)
    • Hsu, C.-W., Chang, C.-C., Lin, C.-J.: A practical guide to support vector classification. http://www.csie.ntu.edu.tw/~cjlin (2010)
  • 27
    • 51849156137 scopus 로고    scopus 로고
    • Beyond accuracy, F-score and ROC: a family of discriminant measures for performance evaluation
    • Sokolova, M., Japkowicz, N.: Beyond accuracy, F-score and ROC: a family of discriminant measures for performance evaluation. Adv. Artif. Intell. 4304, 1015–1021 (2006)
    • (2006) Adv. Artif. Intell. , vol.4304 , pp. 1015-1021
    • Sokolova, M.1    Japkowicz, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.