{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T07:39:57Z","timestamp":1771486797941,"version":"3.50.1"},"reference-count":70,"publisher":"Association for Computing Machinery (ACM)","issue":"4","license":[{"start":{"date-parts":[[2012,12,1]],"date-time":"2012-12-01T00:00:00Z","timestamp":1354320000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100004963","name":"Seventh Framework Programme","doi-asserted-by":"publisher","award":["258749"],"award-info":[{"award-number":["258749"]}],"id":[{"id":"10.13039\/501100004963","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["J. Comput. Cult. Herit."],"published-print":{"date-parts":[[2012,12]]},"abstract":"<jats:p>This article presents a novel technique for automatic archaeological sherd classification. Sherds that are found in the field usually have little to no visible textual information such as symbols, graphs, or marks on them. This makes manual classification an extremely difficult and time-consuming task for conservators and archaeologists. For a bunch of sherds found in the field, an expert identifies different classes and indicates at least one representative sherd for each class (training sample). The proposed technique uses the representative sherds in order to correctly classify the remaining sherds. For each sherd, local features based on color and texture information are extracted and are then transformed into a global vector that describes the whole sherd image, using a new bag of words technique. Finally, a feature selection algorithm is applied that locates features with high discriminative power. Extensive experiments were performed in order to verify the effectiveness of the proposed technique and show very promising results.<\/jats:p>","DOI":"10.1145\/2399180.2399183","type":"journal-article","created":{"date-parts":[[2013,1,8]],"date-time":"2013-01-08T15:34:16Z","timestamp":1357659256000},"page":"1-21","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":25,"title":["Automatic classification of archaeological pottery sherds"],"prefix":"10.1145","volume":"5","author":[{"given":"Michael","family":"Makridis","sequence":"first","affiliation":[{"name":"Information Technologies Institute"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Petros","family":"Daras","sequence":"additional","affiliation":[{"name":"Information Technologies Institute"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2013,1,9]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jas.2009.07.004"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ITNG.2011.202"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022689900470"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.320"},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/0098-3004(84)90020-7"},{"key":"e_1_2_1_6_1","volume-title":"Proceedings of the IEEE International Conference on Image Processing. 517--520","author":"Biswas A."},{"key":"e_1_2_1_7_1","doi-asserted-by":"crossref","unstructured":"Boiman O. Shechtman E. and Irani M. 2008. In defense of nearest-neighbor based image classification. Comput. Vis. Pattern Recog. 1--8.  Boiman O. Shechtman E. and Irani M. 2008. In defense of nearest-neighbor based image classification. Comput. Vis. Pattern Recog. 1--8.","DOI":"10.1109\/CVPR.2008.4587598"},{"key":"e_1_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1282280.1282340"},{"key":"e_1_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.5555\/648239.751835"},{"key":"e_1_2_1_10_1","unstructured":"Burchard. P. 2002. Total variation geometry i: Concepts and motivation. UCLA CAM rep. vol. 2(01).  Burchard. P. 2002. Total variation geometry i: Concepts and motivation. UCLA CAM rep. vol. 2(01)."},{"key":"e_1_2_1_11_1","unstructured":"Ceramic Sherd Database 2010. mst.cs.drexel.edu\/datasets\/Main\/ACVA2010 with permission of Drexel Computer Science and NEC Labs.  Ceramic Sherd Database 2010. mst.cs.drexel.edu\/datasets\/Main\/ACVA2010 with permission of Drexel Computer Science and NEC Labs."},{"key":"e_1_2_1_12_1","volume-title":"Proceedings of the International Conference on Image Processing. 1337--1340","author":"Chamorro-Martinez J."},{"key":"e_1_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"e_1_2_1_14_1","volume-title":"Proceedings of the IEEE International Conference on Multimedia and Expo. 1242--1247","author":"Chimlek S."},{"key":"e_1_2_1_15_1","first-page":"124","article-title":"Reconstruction of ripped-up documents using fragment stack analysis procedures. Elsevier Forensic Sci","volume":"176","author":"De Smet P.","year":"2008","journal-title":"Intern."},{"key":"e_1_2_1_16_1","doi-asserted-by":"crossref","unstructured":"Gilboa A. Karasik A. Sharon I. and Smilansky U. Towards computerized typology and classification of ceramics. J. Archaeol. Sci. 31 681--694.  Gilboa A. Karasik A. Sharon I. and Smilansky U. Towards computerized typology and classification of ceramics. J. Archaeol. Sci. 31 681--694.","DOI":"10.1016\/j.jas.2003.10.013"},{"key":"e_1_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comgeo.2004.03.007"},{"key":"e_1_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"e_1_2_1_19_1","volume-title":"Proceedings of the 17th International Conference on Machine Learning. 359--366","author":"Hall M. A.","year":"2000"},{"key":"e_1_2_1_20_1","volume-title":"Proceedings of Advances in Neural Information Processing Systems Conference (NIPS).","author":"Hastie T."},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.5555\/1819298.1819304"},{"key":"e_1_2_1_22_1","volume-title":"Proceedings of the 11th Conference on Uncertainty in Artificial Intelligence. 338--345","author":"John G. H."},{"key":"e_1_2_1_23_1","doi-asserted-by":"crossref","unstructured":"Jolliffe I. T. 1986. Principal Component Analysis. Springer-Verlag NY.  Jolliffe I. T. 1986. Principal Component Analysis. Springer-Verlag NY.","DOI":"10.1007\/978-1-4757-1904-8"},{"key":"e_1_2_1_24_1","unstructured":"Jonhson N. L. Kotz S. and Balakrishnan N. 1994. Continuous Univariate Distributions 2nd Ed. Vol. 1 Chapter 18 John Wiley and Sons.  Jonhson N. L. Kotz S. and Balakrishnan N. 1994. Continuous Univariate Distributions 2nd Ed. Vol. 1 Chapter 18 John Wiley and Sons."},{"key":"e_1_2_1_25_1","first-page":"140","article-title":"Reconstructing shredded documents through feature matching. Elsevier Forensic Sci","volume":"160","author":"Justino E.","year":"2006","journal-title":"Intern."},{"key":"e_1_2_1_26_1","volume-title":"Proceedings of the IEEE International Conference on Pattern Recognition. 771--774","author":"Kampel M."},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.5555\/1018428.1020701"},{"key":"e_1_2_1_28_1","volume-title":"Proceedings of the International Conference on Information and Automation for Sustainability. 510--515","author":"Kandasamy K."},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jas.2011.05.023"},{"key":"e_1_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jas.2007.08.008"},{"key":"e_1_2_1_31_1","first-page":"103","article-title":"Applications of 3D technology as a research tool in archaeological ceramic analysis. In Beyond Illustration: 2D and 3D Digital Technology as Tools for Discovery in Archaeology, B. Frischer and A. Dakouri-Hild, Eds","volume":"1805","author":"Karasik A.","year":"2008","journal-title":"British Archaeological Reports International Series"},{"key":"e_1_2_1_32_1","unstructured":"Karasik A. and Smilansky U. 2006. Computation of the capacity of pottery vessels based on drawn profiles. In Excavations at Tel Beth Shean 1989--1996 vol. I Chapter 12 Appendix 1A A. Mazar Ed.  Karasik A. and Smilansky U. 2006. Computation of the capacity of pottery vessels based on drawn profiles. In Excavations at Tel Beth Shean 1989--1996 vol. I Chapter 12 Appendix 1A A. Mazar Ed."},{"key":"e_1_2_1_33_1","first-page":"1","article-title":"New typological analyses of holemouth jars from the early Bronze Age from Tel Arad and Southern Sinai","volume":"32","author":"Karasik A.","year":"2005","journal-title":"J. Instit. Archaeol. Tel Aviv Univ."},{"key":"e_1_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1162\/089976601300014493"},{"key":"e_1_2_1_35_1","volume-title":"Proceedings of the 3rd International Conference on Intelligent Systems and Knowledge Engineering. 699--702","author":"Ke"},{"key":"e_1_2_1_36_1","volume-title":"Proceedings of the International Conference on Multimedia Computing and Systems. 422--427","author":"Kerroum M. A."},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2143422"},{"key":"e_1_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/0010-4809(71)90034-6"},{"key":"e_1_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.68"},{"key":"e_1_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.541406"},{"key":"e_1_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1033215"},{"key":"e_1_2_1_42_1","volume-title":"Proceedings of the International Conference on Machine Learning. 319--327","author":"Liu H."},{"key":"e_1_2_1_43_1","volume-title":"Proceedings of the IEEE Conference on Information Management and Engineering. 348--350","author":"Qi L.-Y."},{"key":"e_1_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"e_1_2_1_45_1","first-page":"1","article-title":"Study and comparison of various image edge detection techniques","volume":"3","author":"Maini R.","year":"2009","journal-title":"Int. J. Image Proc."},{"key":"e_1_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2009.2029868"},{"key":"e_1_2_1_47_1","unstructured":"Michelson A. 1927. Studies in Optics. http:\/\/books.google.com.  Michelson A. 1927. Studies in Optics. http:\/\/books.google.com."},{"key":"e_1_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/APCIP.2009.150"},{"key":"e_1_2_1_49_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 599--605","author":"Novak C."},{"key":"e_1_2_1_50_1","volume-title":"Proceedings of the 12th IAPR International Conference on Pattern Recognition (ICPR). 582--585","author":"Ojala T."},{"key":"e_1_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1017623"},{"key":"e_1_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1979.4310076"},{"key":"e_1_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2002.1003053"},{"key":"e_1_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1109\/IIH-MSP.2007.79"},{"key":"e_1_2_1_55_1","doi-asserted-by":"crossref","unstructured":"Platt J. 1998. Fast training of support vector machines using sequential minimal optimization. In Advances in Kernel Methods - Support Vector Learning B. Schoelkopf C. Burges and A. Smola Eds.   Platt J. 1998. Fast training of support vector machines using sequential minimal optimization. In Advances in Kernel Methods - Support Vector Learning B. Schoelkopf C. Burges and A. Smola Eds.","DOI":"10.7551\/mitpress\/1130.003.0016"},{"key":"e_1_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1984.6313341"},{"key":"e_1_2_1_57_1","volume-title":"Proceedings of 14th International Conference on Machine Learning. 296--304","author":"Robnik-Sikonja M."},{"key":"e_1_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2005.1530276"},{"key":"e_1_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jas.2005.01.002"},{"key":"e_1_2_1_60_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 1--8.","author":"Shechtman E."},{"key":"e_1_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2009.2035644"},{"key":"e_1_2_1_62_1","volume-title":"Proceedings of the Symposium on Electronic Imaging: Science and Technology - Storage and Retrieval for Image and Video Databases IV.","volume":"2670","author":"Smith J. R."},{"key":"e_1_2_1_63_1","volume-title":"Proceedings of the IEEE Computer Vision and Pattern Recognition Workshop. 49--54","author":"Smith P."},{"key":"e_1_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1007\/11564126_72"},{"key":"e_1_2_1_65_1","volume-title":"Proceedings of the International Conference on Computer Vision.","author":"Vedaldi A."},{"key":"e_1_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143967"},{"key":"e_1_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(03)00006-0"},{"key":"e_1_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.301"},{"key":"e_1_2_1_69_1","volume-title":"Proceedings of the IEEE International Conference on Image Processing. 285--288","author":"Zhenhua G."},{"key":"e_1_2_1_70_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.08.017"}],"container-title":["Journal on Computing and Cultural Heritage"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2399180.2399183","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2399180.2399183","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T09:35:01Z","timestamp":1750239301000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2399180.2399183"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12]]},"references-count":70,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2012,12]]}},"alternative-id":["10.1145\/2399180.2399183"],"URL":"https:\/\/doi.org\/10.1145\/2399180.2399183","relation":{},"ISSN":["1556-4673","1556-4711"],"issn-type":[{"value":"1556-4673","type":"print"},{"value":"1556-4711","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,12]]},"assertion":[{"value":"2011-12-01","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2012-07-01","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2013-01-09","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}