{"id":"https://openalex.org/W2966869898","doi":"https://doi.org/10.1145/3332186.3332190","title":"A Framework for Design Identification on Heritage Objects","display_name":"A Framework for Design Identification on Heritage Objects","publication_year":2019,"publication_date":"2019-07-28","ids":{"openalex":"https://openalex.org/W2966869898","doi":"https://doi.org/10.1145/3332186.3332190","mag":"2966869898"},"language":"en","primary_location":{"id":"doi:10.1145/3332186.3332190","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3332186.3332190","pdf_url":null,"source":{"id":"https://openalex.org/S4306524297","display_name":"Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045140292","display_name":"Jun Zhou","orcid":"https://orcid.org/0000-0001-6033-6102"},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Zhou","raw_affiliation_strings":["University of South Carolina, Columbia, South Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Carolina, Columbia, South Carolina","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032017736","display_name":"Yuhang Lu","orcid":"https://orcid.org/0000-0002-1072-3443"},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuhang Lu","raw_affiliation_strings":["University of South Carolina, Columbia, South Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Carolina, Columbia, South Carolina","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074333517","display_name":"Karen Y. Smith","orcid":"https://orcid.org/0000-0001-6224-9993"},"institutions":[{"id":"https://openalex.org/I1313861171","display_name":"South Carolina Department of Natural Resources","ror":"https://ror.org/043cdzb63","country_code":"US","type":"government","lineage":["https://openalex.org/I1313861171"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karen Smith","raw_affiliation_strings":["S.C. Department of Natural Resources, Columbia, South Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"S.C. Department of Natural Resources, Columbia, South Carolina","institution_ids":["https://openalex.org/I1313861171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009754568","display_name":"Colin Wilder","orcid":null},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colin Wilder","raw_affiliation_strings":["University of South Carolina, Columbia, South Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Carolina, Columbia, South Carolina","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082259804","display_name":"Song Wang","orcid":"https://orcid.org/0000-0003-4152-5295"},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Song Wang","raw_affiliation_strings":["University of South Carolina, Columbia, South Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Carolina, Columbia, South Carolina","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022173840","display_name":"Paul Sagona","orcid":null},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Sagona","raw_affiliation_strings":["University of South Carolina, Columbia, South Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Carolina, Columbia, South Carolina","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027790245","display_name":"Ben Torkian","orcid":null},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Torkian","raw_affiliation_strings":["University of South Carolina, Columbia, South Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Carolina, Columbia, South Carolina","institution_ids":["https://openalex.org/I155781252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3051,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.6055238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12364","display_name":"Archaeological Research and Protection","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1912","display_name":"Space and Planetary Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.59334397315979},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4990410804748535},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.47053608298301697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42506980895996094},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16391369700431824}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.59334397315979},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4990410804748535},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.47053608298301697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42506980895996094},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16391369700431824},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3332186.3332190","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3332186.3332190","pdf_url":null,"source":{"id":"https://openalex.org/S4306524297","display_name":"Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8199999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309035","display_name":"Georgia Southern University","ror":"https://ror.org/04agmb972"},{"id":"https://openalex.org/F4320310846","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W154669480","https://openalex.org/W1485266125","https://openalex.org/W1541459201","https://openalex.org/W1594957066","https://openalex.org/W1903029394","https://openalex.org/W1913628733","https://openalex.org/W1929856797","https://openalex.org/W1955055330","https://openalex.org/W1968812721","https://openalex.org/W2012413612","https://openalex.org/W2017022605","https://openalex.org/W2038031975","https://openalex.org/W2070426747","https://openalex.org/W2093098337","https://openalex.org/W2098158945","https://openalex.org/W2108444897","https://openalex.org/W2111736068","https://openalex.org/W2123149994","https://openalex.org/W2124592697","https://openalex.org/W2125148312","https://openalex.org/W2144801789","https://openalex.org/W2150570021","https://openalex.org/W2153798798","https://openalex.org/W2155737223","https://openalex.org/W2163605009","https://openalex.org/W2185917628","https://openalex.org/W2188351697","https://openalex.org/W2295922535","https://openalex.org/W2412782625","https://openalex.org/W2480419043","https://openalex.org/W2491179239","https://openalex.org/W2525579820","https://openalex.org/W2767798777","https://openalex.org/W2963881378","https://openalex.org/W3100904113","https://openalex.org/W4249914127","https://openalex.org/W4256361765","https://openalex.org/W4299971663"],"related_works":["https://openalex.org/W2394327295","https://openalex.org/W2358941527","https://openalex.org/W2005437358","https://openalex.org/W2954384599","https://openalex.org/W4385556756","https://openalex.org/W2361006516","https://openalex.org/W2138214894","https://openalex.org/W2517104666","https://openalex.org/W144883078","https://openalex.org/W2532775738"],"abstract_inverted_index":{"A":[0],"challenging":[1],"problem":[2,30],"in":[3],"modern":[4],"archaeology":[5],"is":[6],"to":[7,104,154],"automatically":[8],"identify":[9],"fragmented":[10,39],"heritage":[11],"objects":[12],"by":[13],"their":[14],"decorative":[15],"full":[16,52],"designs,":[17],"such":[18],"as":[19],"the":[20,82,126,189,192,211,214],"pottery":[21,35],"sherds":[22,36,56,187],"from":[23,81,125,188],"Southeastern":[24],"America.":[25,206],"The":[26,179],"difficulties":[27],"of":[28,49,84,101,140,169,186,191,198,202,213],"this":[29],"lie":[31],"in:":[32],"1)":[33,114],"these":[34,55,85],"are":[37],"usually":[38],"so":[40,59],"that":[41,62],"each":[42,79],"sherd":[43,97,134,163],"only":[44],"covers":[45],"a":[46,90,96,99,133,136,141,149,162,165,170,174,184,196],"small":[47],"portion":[48],"its":[50,106,156],"underlying":[51,107,157],"design;":[53],"2)":[54,131],"can":[57],"be":[58],"highly":[60],"degraded":[61],"curves":[63],"may":[64,76],"contain":[65],"missing":[66],"segments":[67],"or":[68],"become":[69],"very":[70],"shallow;":[71],"and":[72,159,217],"3)":[73,160],"curve":[74,116,121],"patterns":[75],"overlap":[77],"with":[78,98,135,148,164,195],"other":[80],"making":[83],"potteries.":[86],"This":[87,109],"paper":[88],"presents":[89],"deep-learning":[91],"based":[92,177],"framework":[93,110,180,216],"for":[94],"matching":[95,132,146,161],"database":[100],"known":[102,199],"designs":[103,201],"find":[105,155],"design.":[108],"contains":[111],"three":[112],"steps:":[113],"extracting":[115],"pattern":[117,122,143,172],"using":[118,173],"an":[119],"FCN-based":[120],"segmentation":[123],"method":[124,153],"digitized":[127],"sherd's":[128],"depth":[129],"map,":[130],"non-composite":[137],"(single":[138],"copy":[139],"design)":[142,171],"combining":[144],"template":[145],"algorithm":[147],"dual-source":[150],"CNN":[151],"re-ranking":[152],"design,":[158],"composite":[166],"(multiple":[167],"copies":[168],"Chamfer":[175],"Matching":[176],"method.":[178],"was":[181],"evaluated":[182],"on":[183],"set":[185],"heartland":[190],"paddle-stamping":[193],"tradition":[194],"subset":[197],"paddle-stamped":[200],"Pre-colonial":[203],"southeastern":[204],"North":[205],"Extensive":[207],"experimental":[208],"results":[209],"show":[210],"effectiveness":[212],"proposed":[215],"algorithms.":[218]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}