{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,25]],"date-time":"2025-09-25T17:04:38Z","timestamp":1758819878029},"publisher-location":"Berlin, Heidelberg","reference-count":27,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540853022"},{"type":"electronic","value":"9783540853039"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-85303-9_4","type":"book-chapter","created":{"date-parts":[[2008,8,12]],"date-time":"2008-08-12T12:33:48Z","timestamp":1218544428000},"page":"35-46","source":"Crossref","is-referenced-by-count":18,"title":["Evaluation of Graylevel-Features for Printing Technique Classification in High-Throughput Document Management Systems"],"prefix":"10.1007","author":[{"given":"Christian","family":"Schulze","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Schreyer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Armin","family":"Stahl","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas M.","family":"Breuel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"2","key":"4_CR1","first-page":"69","volume":"7","author":"J.L.C. Chim","year":"2004","unstructured":"Chim, J.L.C., Li, C.K., Poon, N.L., Leung, S.C.: Examination of counterfeit banknotes printed by all-in-one color inkjet printers. Journal of the American Society of Questioned Document Examiners (ASQDE)\u00a07(2), 69\u201375 (2004)","journal-title":"Journal of the American Society of Questioned Document Examiners (ASQDE)"},{"issue":"1","key":"4_CR2","first-page":"8","volume":"1","author":"C.K. Li","year":"1998","unstructured":"Li, C.K., Leung, S.C.: The identification of color photocopiers: A case study. Journal of the American Society of Questioned Document Examiners (ASQDE)\u00a01(1), 8\u201311 (1998)","journal-title":"Journal of the American Society of Questioned Document Examiners (ASQDE)"},{"issue":"2","key":"4_CR3","first-page":"71","volume":"9","author":"J.D. Makris","year":"2006","unstructured":"Makris, J.D., Krezias, S.A., Athanasopoulou, V.T.: Examination of newspapers. Journal of the American Society of Questioned Document Examiners (ASQDE)\u00a09(2), 71\u201375 (2006)","journal-title":"Journal of the American Society of Questioned Document Examiners (ASQDE)"},{"issue":"1","key":"4_CR4","first-page":"5","volume":"5","author":"J.L. Parker","year":"2002","unstructured":"Parker, J.L.: An instance of inkjet printer identification. Journal of the American Society of Questioned Document Examiners (ASQDE)\u00a05(1), 5\u201310 (2002)","journal-title":"Journal of the American Society of Questioned Document Examiners (ASQDE)"},{"key":"4_CR5","doi-asserted-by":"crossref","DOI":"10.1201\/9781420003765","volume-title":"Scientfic Examination of Questioned Documents","author":"J.S. Kelly","year":"2006","unstructured":"Kelly, J.S., Lindblom, B.S.: Scientfic Examination of Questioned Documents, 2nd edn. CRC Press, Boca Raton (2006)","edition":"2"},{"issue":"1","key":"4_CR6","first-page":"39","volume":"5","author":"A.S. Osborn","year":"2002","unstructured":"Osborn, A.S., Osborn, A.D.: Questioned documents. Journal of the American Society of Questioned Document Examiners (ASQDE)\u00a05(1), 39\u201344 (2002)","journal-title":"Journal of the American Society of Questioned Document Examiners (ASQDE)"},{"key":"4_CR7","volume-title":"Scientific Examination of Questioned Documents","author":"O. Hilton","year":"1993","unstructured":"Hilton, O.: Scientific Examination of Questioned Documents, 1st edn. CRC Press, Boca Raton (1993)","edition":"1"},{"key":"4_CR8","volume-title":"The Scientific Examination of Documents","author":"D. Ellen","year":"1997","unstructured":"Ellen, D.: The Scientific Examination of Documents, 2nd edn. Taylor and Francis, Abington (1997)","edition":"2"},{"key":"4_CR9","unstructured":"Nickell, J.: Detecting Forgery: Forensic Investigations of Documents, 1st edn. University Press of Kentucky (2005)"},{"key":"4_CR10","doi-asserted-by":"crossref","unstructured":"Oliver, J., Chen, J.: Use of signature analysis to discrimnate digital printing technologies. In: Proceedings of the IS&T\u2018s NIP18: International Conference on Digital Printing Technologies, pp. 218\u2013222 (2002)","DOI":"10.2352\/ISSN.2169-4451.2002.18.1.art00055_1"},{"key":"4_CR11","doi-asserted-by":"crossref","unstructured":"Mikkilineni, A., Ali, G., Chiang, P.J., Chiu, G.C., Allebach, J., Delp, E.: Printer identification based on texture features. In: Proceedings of the IS&T\u2018s NIP20: International Conference on Digital Printing Technologies, Salt Lake City, UT, vol.\u00a020, pp. 306\u2013311 (2004)","DOI":"10.2352\/ISSN.2169-4451.2004.20.1.art00069_1"},{"key":"4_CR12","doi-asserted-by":"crossref","unstructured":"Mikkilineni, A., Ali, G., Chiang, P.J., Chiu, G.C., Allebach, J., Delp, E.: Printer identification based on graylevel co-occurance features for security and forensic applications. In: Proceedings of the SPIE International Conference on Security, Steganography and Watermarking of Multimedia Contents VII, San Jose, CA, vol.\u00a05681, pp. 430\u2013440 (2005)","DOI":"10.1117\/12.593796"},{"key":"#cr-split#-4_CR13.1","doi-asserted-by":"crossref","unstructured":"Tchan, J.: The development of an image analysis system that can detect fraudulent alterations made to printed images. In: van Renesse, R.F. (ed.) Optical Security and Counterfeit Deterrence Techniques V, Proceedings of the SPIE, vol.\u00a05310, pp. 151\u2013159 (2004);","DOI":"10.1117\/12.526894"},{"key":"#cr-split#-4_CR13.2","unstructured":"Presented at the Society of Photo-Optical Instrumentation Engineers (SPIE) Conference, vol. 5310, pp. 151\u2013159 (June 2004)"},{"key":"4_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"692","DOI":"10.1007\/11612704_69","volume-title":"Computer Vision \u2013 ACCV 2006","author":"H. Dasari","year":"2006","unstructured":"Dasari, H., Bhagvati, C.: Identification of printing process using hsv colour space. In: Narayanan, P.J., Nayar, S.K., Shum, H.-Y. (eds.) ACCV 2006. LNCS, vol.\u00a03852, pp. 692\u2013701. Springer, Heidelberg (2006)"},{"issue":"2","key":"4_CR15","first-page":"53","volume":"4","author":"J.S. Tweedy","year":"2001","unstructured":"Tweedy, J.S.: Class chracteristics of counterfeit protection system codes of color laser copiers. Journal of the American Society of Questioned Document Examiners (ASQDE)\u00a04(2), 53\u201366 (2001)","journal-title":"Journal of the American Society of Questioned Document Examiners (ASQDE)"},{"issue":"2","key":"4_CR16","first-page":"105","volume":"7","author":"C.K. Li","year":"2004","unstructured":"Li, C.K., Chan, W.C., Cheng, Y.S., Leung, S.C.: The differentation of color laser printers. Journal of the American Society of Questioned Document Examiners (ASQDE)\u00a07(2), 105\u2013109 (2004)","journal-title":"Journal of the American Society of Questioned Document Examiners (ASQDE)"},{"key":"#cr-split#-4_CR17.1","unstructured":"Akao, Y., Kobayashi, K., Sugawara, S., Seki, Y.: Discrimnation of inkjet printed counterfeits by spur marks and feature extraction by spatial frequency analysis. In: van Renesse, R.F. (ed.) Optical Security and Counterfeit Deterrence Techniques V, Proceedings of the SPIE, vol.\u00a05310, pp. 151\u2013159 (2004);"},{"key":"#cr-split#-4_CR17.2","unstructured":"Presented at the Society of Photo-Optical Instrumentation Engineers (SPIE) Conference, vol. 5310, pp. 129\u2013137 (June 2004)"},{"issue":"4","key":"4_CR18","doi-asserted-by":"publisher","first-page":"915","DOI":"10.1520\/JFS2004061","volume":"50","author":"Y. Akao","year":"2005","unstructured":"Akao, Y., Kobayashi, K., Seki, Y.: Examination of spur marks found on inkjet-printed documents. Journal of Forensic Science\u00a050(4), 915\u2013923 (2005)","journal-title":"Journal of Forensic Science"},{"key":"4_CR19","series-title":"Lecture Notes in Artificial Intelligence","volume-title":"Computational Intelligence and Security","author":"C.H. Lampert","year":"2007","unstructured":"Lampert, C.H., Mei, L., Breuel, T.M.: Printing technique classification for document counterfeit detection. In: Wang, Y., Cheung, Y.-m., Liu, H. (eds.) CIS 2006. LNCS (LNAI), vol.\u00a04456. Springer, Heidelberg (2007)"},{"key":"4_CR20","unstructured":"Qu, L.: Image based printing technique recognition. Project Thesis (May 2006)"},{"key":"4_CR21","doi-asserted-by":"crossref","unstructured":"Otsu, N.: A threshold selection method from gray level histograms. IEEE Transactions on Systems, Man and Cybernetics\u00a0(9), 62\u201366 (1979)","DOI":"10.1109\/TSMC.1979.4310076"},{"key":"4_CR22","volume-title":"Digital Image Processing","author":"R.C. Gonzalez","year":"2007","unstructured":"Gonzalez, R.C., Woods, R.E.: Digital Image Processing, 3rd edn. Prentice Hall International, Englewood Cliffs (2007)","edition":"3"},{"key":"4_CR23","volume-title":"C4.5: programs for machine learning","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: programs for machine learning. Morgan Kaufmann Publishers Inc, San Francisco (1993)"},{"key":"4_CR24","series-title":"Foundations","doi-asserted-by":"crossref","first-page":"318","DOI":"10.7551\/mitpress\/5236.001.0001","volume-title":"Parallel Distributed Processing: Explorations in the Microstructure of Cognition","author":"D. Rumelhart","year":"1986","unstructured":"Rumelhart, D., Hinton, G., Williams, R.: Learning Internal Representations by Error Propagation. In: Rumelhart, D.E., McClelland, J.L. (eds.) Parallel Distributed Processing: Explorations in the Microstructure of Cognition. Foundations, vol.\u00a01, pp. 318\u2013362. MIT-Press, Cambridge (1986)"},{"key":"4_CR25","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines (2001), http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"}],"container-title":["Lecture Notes in Computer Science","Computational Forensics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-85303-9_4.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,29]],"date-time":"2024-02-29T05:48:38Z","timestamp":1709185718000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-85303-9_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540853022","9783540853039"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-85303-9_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[]}}