{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T19:52:42Z","timestamp":1760385162549},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642245558"},{"type":"electronic","value":"9783642245565"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-24556-5_1","type":"book-chapter","created":{"date-parts":[[2011,11,3]],"date-time":"2011-11-03T04:23:52Z","timestamp":1320294232000},"page":"1-17","source":"Crossref","is-referenced-by-count":20,"title":["Markovian Rake Transform for Digital Image Tampering Detection"],"prefix":"10.1007","author":[{"given":"Patchara","family":"Sutthiwan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yun Q.","family":"Shi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tian-Tsong","family":"Ng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"1_CR1","first-page":"915","volume-title":"IEEE International Conference on Multimedia and Expo.","author":"Z. Zhang","year":"2004","unstructured":"Zhang, Z., Qiu, G., Sun, Q., Lin, X., Ni, Z., Shi, Y.Q.: A Unified Authentication Framework for JPEG2000. In: IEEE International Conference on Multimedia and Expo., vol.\u00a02, pp. 915\u2013918. IEEE Press, New York (2004)"},{"key":"1_CR2","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1016\/B978-012369476-8\/50017-8","volume-title":"Multimedia Security Technologies for Digital Rights, ch.15","author":"T.T. Ng","year":"2006","unstructured":"Ng, T.T., Chang, S.F., Lin, C.Y., Sun, Q.: Passive-blind Image Forensics. In: Zeng, W., Yu, H., Lin, C.Y. (eds.) Multimedia Security Technologies for Digital Rights, ch.15, pp. 383\u2013412. Academic Press, Missouri (2006)"},{"key":"1_CR3","first-page":"688","volume-title":"IEEE International Symposium on Circuits and Systems","author":"T.T. Ng","year":"2004","unstructured":"Ng, T.T., Chang, S.F., Sun, Q.: Blind Detection of Photomontage Using Higher Order Statistics. In: IEEE International Symposium on Circuits and Systems, vol.\u00a05, pp. 688\u2013691. IEEE Press, New York (2004)"},{"key":"1_CR4","first-page":"1","volume-title":"7th Workshop on Multimedia and Security","author":"M.K. Johnson","year":"2005","unstructured":"Johnson, M.K., Farid, H.: Exposing Digital Forgeries by Detecting Inconsistencies in Lighting. In: 7th Workshop on Multimedia and Security, pp. 1\u201310. ACM, New York (2005)"},{"issue":"3","key":"1_CR5","doi-asserted-by":"publisher","first-page":"450","DOI":"10.1109\/TIFS.2007.903848","volume":"2","author":"M.K. Johnson","year":"2007","unstructured":"Johnson, M.K., Farid, H.: Exposing Digital Forgeries in Complex Lighting Environments. IEEE Transaction on Information Forensics and Security\u00a02(3), 450\u2013461 (2007)","journal-title":"IEEE Transaction on Information Forensics and Security"},{"key":"1_CR6","first-page":"549","volume-title":"IEEE International Conference on Multimedia and Expo.","author":"Y.F. Hsu","year":"2006","unstructured":"Hsu, Y.F., Chang, S.F.: Detecting Image Splicing Using Geometry Invariants and Camera Characteristics Consistency. In: IEEE International Conference on Multimedia and Expo., pp. 549\u2013552. IEEE Press, New York (2006)"},{"key":"1_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1007\/11922841_15","volume-title":"Digital Watermarking","author":"D. Fu","year":"2006","unstructured":"Fu, D., Shi, Y.Q., Su, W.: Detection of Image Splicing Based on Hilbert-Huang Transform and Moments of Characteristic Functions with Wavelet Decomposition. In: Shi, Y.Q., Jeon, B. (eds.) IWDW 2006. LNCS, vol.\u00a04283, pp. 177\u2013187. Springer, Heidelberg (2006)"},{"key":"1_CR8","series-title":"(SPIE) Conference Series","volume-title":"Society of Photo-Optical Instrumentation Engineers","author":"W. Chen","year":"2007","unstructured":"Chen, W., Shi, Y.Q., Su, W.: Image Splicing Detection Using 2-D Phase Congruency and Statistical Moments of Characteristic Function. In: Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, vol.\u00a06505, art. no. 65050R. SPIE, Washington (2007)"},{"key":"1_CR9","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1145\/1288869.1288878","volume-title":"9th Workshop on Multimedia and Security","author":"Y.Q. Shi","year":"2007","unstructured":"Shi, Y.Q., Chen, C., Chen, W.: A Natural Image Model Approach to Splicing Detection. In: 9th Workshop on Multimedia and Security, pp. 51\u201362. ACM, New York (2007)"},{"key":"1_CR10","first-page":"3064","volume-title":"IEEE International Symposium on Circuits and Systems","author":"P. Sutthiwan","year":"2010","unstructured":"Sutthiwan, P., Shi, Y.Q., Dong, J., Tan, T., Ng, T.T.: New Developments in Color Image Tampering Detection. In: IEEE International Symposium on Circuits and Systems, pp. 3064\u20133067. IEEE Press, New York (2010)"},{"key":"1_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1007\/978-3-642-04438-0_7","volume-title":"Digital Watermarking","author":"J. Dong","year":"2009","unstructured":"Dong, J., Wang, W., Tan, T., Shi, Y.Q.: Run-length and Edge Statistics Based Approach for Image Splicing Detection. In: Kim, H.J., Katzenbeisser, S., Ho, A.T.S. (eds.) IWDW 2008. LNCS, vol.\u00a05450, pp. 76\u201387. Springer, Heidelberg (2009)"},{"issue":"1","key":"1_CR12","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1109\/TIFS.2008.2012215","volume":"4","author":"H. Farid","year":"2009","unstructured":"Farid, H.: Exposing Digital Forgeries from JPEG Ghost. IEEE Transactions on Information Forensics and Security\u00a04(1), 154\u2013160 (2009)","journal-title":"IEEE Transactions on Information Forensics and Security"},{"key":"1_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1007\/978-3-642-04431-1_18","volume-title":"Information Hiding","author":"Z. Qu","year":"2009","unstructured":"Qu, Z., Qiu, G., Huang, J.: Detect Digital Image Splicing with Visual Cues. In: Katzenbeisser, S., Sadeghi, A.-R. (eds.) IH 2009. LNCS, vol.\u00a05806, pp. 247\u2013261. Springer, Heidelberg (2009)"},{"key":"1_CR14","first-page":"1497","volume-title":"16th IEEE International Conference on Image Processing","author":"A. Dirik","year":"2009","unstructured":"Dirik, A., Memon, N.: Image Tamper Detection Based on Demosaicing Artifacts. In: 16th IEEE International Conference on Image Processing, pp. 1497\u20131500. IEEE Press, New York (2009)"},{"key":"1_CR15","first-page":"1257","volume-title":"16th IEEE International Conference on Image Processing","author":"W. Wang","year":"2009","unstructured":"Wang, W., Dong, J., Tan, T.: Effective Image Splicing Detection Based on Image Chroma. In: 16th IEEE International Conference on Image Processing, pp. 1257\u20131260. IEEE Press, New York (2009)"},{"key":"1_CR16","first-page":"2101","volume-title":"17th IEEE International Conference on Image Processing","author":"W. Wang","year":"2010","unstructured":"Wang, W., Dong, J., Tan, T.: Image Tampering Detection Based on Stationary Distribution of Markov Chain. In: 17th IEEE International Conference on Image Processing, pp. 2101\u20132104. IEEE Press, New York (2010)"},{"key":"1_CR17","first-page":"1463","volume-title":"Workshop on Content Protection and Forensics, IEEE International Conference on Multimedia and Expo.","author":"P. Sutthiwan","year":"2010","unstructured":"Sutthiwan, P., Shi, Y.Q., Su, W., Ng, T.T.: Rake Transform and Edge Statistics for Image Forgery Detection. In: Workshop on Content Protection and Forensics, IEEE International Conference on Multimedia and Expo., pp. 1463\u20131468. IEEE Press, New York (2010)"},{"key":"1_CR18","unstructured":"Columbia DVMM Research Lab: Columbia Image Splicing Detection Evaluation Dataset (2004), http:\/\/www.ee.columbia.edu\/ln\/dvmm\/downloads\/AuthSpliced-dataSet\/AuthSplicedDataSet.htm"},{"key":"1_CR19","unstructured":"CASIA Tampered Image Detection Evaluation Database (2010), http:\/\/forensics.idealtest.org"},{"key":"1_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1007\/978-3-540-74124-4_17","volume-title":"Information Hiding","author":"Y.Q. Shi","year":"2007","unstructured":"Shi, Y.Q., Chen, C., Chen, W.: A Markov Process Based Approach to Effective Attacking JPEG Steganography. In: Camenisch, J.L., Collberg, C.S., Johnson, N.F., Sallee, P. (eds.) IH 2006. LNCS, vol.\u00a04437, pp. 249\u2013264. Springer, Heidelberg (2007)"},{"key":"1_CR21","volume-title":"Probability and Random Processes for Electrical Engineering","author":"A. Leon-Garcia","year":"1993","unstructured":"Leon-Garcia, A.: Probability and Random Processes for Electrical Engineering, 2nd edn. Addison-Wesley Publishing Company, Reading (1993)","edition":"2"},{"key":"1_CR22","unstructured":"Impulse Adventure, http:\/\/www.impulseadventure.com\/photo\/jpeg-quality.html"},{"key":"1_CR23","series-title":"(SPIE) Conference Series","first-page":"472","volume-title":"Society of Photo-Optical Instrumentation Engineers","author":"G. Schaefer","year":"2004","unstructured":"Schaefer, G., Stich, M.: UCID - An Uncompressed Colour Image Database. In: Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, vol.\u00a05307, pp. 472\u2013480. SPIE, Washington (2004)"},{"key":"1_CR24","unstructured":"LIBSVM: A library for support vector machines, http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"}],"container-title":["Lecture Notes in Computer Science","Transactions on Data Hiding and Multimedia Security VI"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-24556-5_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,10]],"date-time":"2023-06-10T22:24:07Z","timestamp":1686435847000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-24556-5_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642245558","9783642245565"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-24556-5_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}