{"id":"https://openalex.org/W2094539592","doi":"https://doi.org/10.1145/2362724.2362754","title":"On the consistency and features of image similarity","display_name":"On the consistency and features of image similarity","publication_year":2012,"publication_date":"2012-08-21","ids":{"openalex":"https://openalex.org/W2094539592","doi":"https://doi.org/10.1145/2362724.2362754","mag":"2094539592"},"language":"en","primary_location":{"id":"doi:10.1145/2362724.2362754","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2362724.2362754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Information Interaction in Context Symposium","raw_type":"proceedings-article"},"type":"preprint","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/A5022658749","display_name":"Pierre Tirilly","orcid":"https://orcid.org/0000-0003-2675-8023"},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"education","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pierre Tirilly","raw_affiliation_strings":["University of Wisconsin-Milwaukee, Milwaukee, WI","Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Milwaukee, Milwaukee, WI","institution_ids":["https://openalex.org/I43579087"]},{"raw_affiliation_string":"Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#","institution_ids":["https://openalex.org/I43579087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009064531","display_name":"Xiangming Mu","orcid":"https://orcid.org/0000-0002-5770-6114"},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"education","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiangming Mu","raw_affiliation_strings":["University of Wisconsin-Milwaukee, Milwaukee, WI","Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Milwaukee, Milwaukee, WI","institution_ids":["https://openalex.org/I43579087"]},{"raw_affiliation_string":"Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#","institution_ids":["https://openalex.org/I43579087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053127627","display_name":"Chunsheng Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"education","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chunsheng Huang","raw_affiliation_strings":["University of Wisconsin-Milwaukee, Milwaukee, WI","Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Milwaukee, Milwaukee, WI","institution_ids":["https://openalex.org/I43579087"]},{"raw_affiliation_string":"Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#","institution_ids":["https://openalex.org/I43579087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025582734","display_name":"Iris Xie","orcid":"https://orcid.org/0000-0001-5901-4894"},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"education","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Iris Xie","raw_affiliation_strings":["University of Wisconsin-Milwaukee, Milwaukee, WI","Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Milwaukee, Milwaukee, WI","institution_ids":["https://openalex.org/I43579087"]},{"raw_affiliation_string":"Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#","institution_ids":["https://openalex.org/I43579087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032784902","display_name":"Wooseob Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"education","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wooseob Jeong","raw_affiliation_strings":["University of Wisconsin-Milwaukee, Milwaukee, WI","Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Milwaukee, Milwaukee, WI","institution_ids":["https://openalex.org/I43579087"]},{"raw_affiliation_string":"Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#","institution_ids":["https://openalex.org/I43579087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100406025","display_name":"Jin Zhang","orcid":"https://orcid.org/0009-0004-0473-6637"},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"education","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jin Zhang","raw_affiliation_strings":["University of Wisconsin-Milwaukee, Milwaukee, WI","Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Milwaukee, Milwaukee, WI","institution_ids":["https://openalex.org/I43579087"]},{"raw_affiliation_string":"Univ. of Wisconsin Milwaukee, Milwaukee, WI#TAB#","institution_ids":["https://openalex.org/I43579087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5553,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70138448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"164","last_page":"173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","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/T10824","display_name":"Image Retrieval and Classification Techniques","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9897000193595886,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.807033121585846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6963069438934326},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.6427047252655029},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6398393511772156},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.630125880241394},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6242525577545166},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.5705743432044983},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5580214858055115},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5481756329536438},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5136024951934814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46352890133857727},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.43765801191329956},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4299355745315552},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3724896311759949},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1065874993801117}],"concepts":[{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.807033121585846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6963069438934326},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.6427047252655029},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6398393511772156},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.630125880241394},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6242525577545166},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.5705743432044983},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5580214858055115},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5481756329536438},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5136024951934814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46352890133857727},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.43765801191329956},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4299355745315552},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3724896311759949},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1065874993801117},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2362724.2362754","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2362724.2362754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Information Interaction in Context Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-00812161v1","is_oa":false,"landing_page_url":"https://hal.science/hal-00812161","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information Interaction in Context Symposium, Aug 2012, Nijmegen, Netherlands. pp.164-173","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.550000011920929,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309350","display_name":"University of Wisconsin-Milwaukee","ror":"https://ror.org/031q21x57"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1487335190","https://openalex.org/W1500595752","https://openalex.org/W1556531089","https://openalex.org/W1590105591","https://openalex.org/W1877469910","https://openalex.org/W1972653749","https://openalex.org/W1973693867","https://openalex.org/W1986582056","https://openalex.org/W1991690050","https://openalex.org/W1995689975","https://openalex.org/W1999235772","https://openalex.org/W2004827525","https://openalex.org/W2020716740","https://openalex.org/W2030470432","https://openalex.org/W2033673972","https://openalex.org/W2059975159","https://openalex.org/W2077501305","https://openalex.org/W2082508907","https://openalex.org/W2094471776","https://openalex.org/W2107838985","https://openalex.org/W2110764733","https://openalex.org/W2130660124","https://openalex.org/W2147256718","https://openalex.org/W2150351579","https://openalex.org/W2155099190","https://openalex.org/W2155599600","https://openalex.org/W2155803963","https://openalex.org/W2156406284","https://openalex.org/W2166049352","https://openalex.org/W2168791272","https://openalex.org/W2284093350","https://openalex.org/W6665698582"],"related_works":["https://openalex.org/W2487162673","https://openalex.org/W2793211469","https://openalex.org/W2949152769","https://openalex.org/W4372354731","https://openalex.org/W2942366970","https://openalex.org/W2029032313","https://openalex.org/W4315563560","https://openalex.org/W2553559590","https://openalex.org/W2772061936","https://openalex.org/W2143990275"],"abstract_inverted_index":{"Image":[0],"indexing":[1],"and":[2,62,98,178,196],"retrieval":[3,35],"systems":[4],"mostly":[5],"rely":[6],"on":[7,21,69,102,126],"the":[8,28,49,64,67,90,93,100,112,117,130,134,137,140,145,149,182,192],"computation":[9],"of":[10,31,33,51,66,92,96,111,133,136,139,144,162,176,184,194],"similarity":[11,52,74,95,113,127,154,185],"measures":[12],"between":[13,53],"images.":[14],"This":[15,37],"notion":[16],"is":[17,56,78,155,172],"ill-defined,":[18],"generally":[19],"based":[20],"simplistic":[22],"assumptions":[23],"that":[24,120],"do":[25],"not":[26],"fit":[27],"actual":[29],"context":[30],"use":[32],"image":[34,45,153,163],"systems.":[36],"paper":[38],"addresses":[39],"two":[40,54],"fundamental":[41],"issues":[42],"related":[43],"to":[44,88,151,168,181],"similarity:":[46],"checking":[47],"whether":[48],"degree":[50,91],"images":[55,68,97],"perceived":[57],"consistently":[58],"by":[59,116,148],"different":[60],"users":[61,71,121],"establishing":[63],"elements":[65],"which":[70,82,103],"base":[72,105],"their":[73,106],"judgment.":[75],"A":[76],"study":[77],"set":[79],"up,":[80],"in":[81],"human":[83],"subjects":[84,118,150],"have":[85],"been":[86],"asked":[87],"assess":[89,152],"pairwise":[94],"describe":[99],"features":[101,146],"they":[104],"judgments.":[107],"The":[108],"quantitative":[109],"analysis":[110,132],"scores":[114],"reported":[115],"shows":[119],"reach":[122],"a":[123,142,159],"certain":[124],"consensus":[125],"assessment.":[128],"From":[129,157],"qualitative":[131],"transcripts":[135],"records":[138],"experiments,":[141],"list":[143],"used":[147],"built.":[156],"this,":[158],"new":[160],"model":[161],"description":[164],"emerges.":[165],"As":[166],"compared":[167],"existing":[169],"models,":[170],"it":[171],"more":[173,179],"realistic,":[174],"free":[175],"preconceptions":[177],"suited":[180],"task":[183],"computation.":[186],"These":[187],"results":[188],"are":[189],"discussed":[190],"from":[191],"perspectives":[193],"psychology":[195],"computer":[197],"science.":[198]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}