{"id":"https://openalex.org/W2808354038","doi":"https://doi.org/10.1109/icaci.2018.8377616","title":"A research on metric learning in computer vision and pattern recognition","display_name":"A research on metric learning in computer vision and pattern recognition","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2808354038","doi":"https://doi.org/10.1109/icaci.2018.8377616","mag":"2808354038"},"language":"en","primary_location":{"id":"doi:10.1109/icaci.2018.8377616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci.2018.8377616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Tenth International Conference on Advanced Computational Intelligence (ICACI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5016625901","display_name":"Zimian Wei","orcid":"https://orcid.org/0000-0002-9524-116X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zimian Wei","raw_affiliation_strings":["National University of Defense Technology, Changsha, Hunan, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, Hunan, P.R. China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040232431","display_name":"Yawen Cui","orcid":"https://orcid.org/0000-0002-9337-687X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yawen Cui","raw_affiliation_strings":["National University of Defense Technology, Changsha, Hunan, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, Hunan, P.R. China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082718630","display_name":"Xiaotian Zhou","orcid":"https://orcid.org/0000-0002-3237-5347"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaotian Zhou","raw_affiliation_strings":["The Target Support Brigade of STCJOCC, Guangzhou, Guangdong, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Target Support Brigade of STCJOCC, Guangzhou, Guangdong, P.R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016603628","display_name":"Wenjing Yang","orcid":"https://orcid.org/0000-0002-6997-0406"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Yang","raw_affiliation_strings":["National University of Defense Technology, Changsha, Hunan, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, Hunan, P.R. China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100451141","display_name":"Yin Li","orcid":"https://orcid.org/0000-0003-4173-9453"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yin Li","raw_affiliation_strings":["National University of Defense Technology, Changsha, Hunan, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, Hunan, P.R. China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102835517","display_name":"Xiaodong Yi","orcid":"https://orcid.org/0000-0003-2279-5417"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Yi","raw_affiliation_strings":["National University of Defense Technology, Changsha, Hunan, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, Hunan, P.R. China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112124785","display_name":"Huadong Dai","orcid":"https://orcid.org/0000-0002-9722-5454"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huadong Dai","raw_affiliation_strings":["National University of Defense Technology, Changsha, Hunan, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, Hunan, P.R. China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"290","issue":null,"first_page":"254","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9933000206947327,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9933000206947327,"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/T11448","display_name":"Face recognition and analysis","score":0.991599977016449,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9883999824523926,"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/metric","display_name":"Metric (unit)","score":0.8212897777557373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6549076437950134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6443138122558594},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.5555117726325989},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45505812764167786},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43060630559921265},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3842228353023529},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20756745338439941},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08272314071655273}],"concepts":[{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.8212897777557373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6549076437950134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6443138122558594},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.5555117726325989},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45505812764167786},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43060630559921265},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3842228353023529},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20756745338439941},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08272314071655273},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaci.2018.8377616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci.2018.8377616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Tenth International Conference on Advanced Computational Intelligence (ICACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6700000166893005,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W16591383","https://openalex.org/W56385144","https://openalex.org/W170472577","https://openalex.org/W1498305593","https://openalex.org/W1616462885","https://openalex.org/W1703179648","https://openalex.org/W1797268635","https://openalex.org/W1898560071","https://openalex.org/W1921091601","https://openalex.org/W1950843348","https://openalex.org/W1995543189","https://openalex.org/W2001141328","https://openalex.org/W2053186076","https://openalex.org/W2076434944","https://openalex.org/W2096733369","https://openalex.org/W2106053110","https://openalex.org/W2109824782","https://openalex.org/W2117154949","https://openalex.org/W2124509324","https://openalex.org/W2138011018","https://openalex.org/W2145287260","https://openalex.org/W2151103935","https://openalex.org/W2163352848","https://openalex.org/W2169495281","https://openalex.org/W2962798895","https://openalex.org/W2963026686","https://openalex.org/W2964176323","https://openalex.org/W4213009331","https://openalex.org/W6629622560","https://openalex.org/W6637320534","https://openalex.org/W6638319203","https://openalex.org/W6675751002","https://openalex.org/W6677328822"],"related_works":["https://openalex.org/W236190221","https://openalex.org/W2379779959","https://openalex.org/W2333822231","https://openalex.org/W2105505991","https://openalex.org/W2394141650","https://openalex.org/W2390200212","https://openalex.org/W2388028180","https://openalex.org/W1967372967","https://openalex.org/W1995626169","https://openalex.org/W1980871731"],"abstract_inverted_index":{"Metric":[0],"learning":[1,7,15,35,42,54],"refers":[2],"to":[3,32],"the":[4,21,58,69,72,76],"task":[5],"of":[6,23,51,75,78],"a":[8],"distance":[9],"function":[10],"among":[11],"objects.":[12],"Recently,":[13],"metric":[14,34,41,45,53,79],"has":[16],"drawn":[17],"wide":[18],"attention":[19],"in":[20],"field":[22],"computer":[24],"vision":[25],"and":[26,43,49,57,60],"pattern":[27],"recognition.":[28],"This":[29],"paper":[30,66],"seeks":[31],"examine":[33],"from":[36],"two":[37],"different":[38,52],"perspectives:":[39],"conventional":[40],"deep":[44],"learning.":[46,80],"The":[47,65],"formulation":[48],"principal":[50],"are":[55,62],"delineated":[56],"advantages":[59],"disadvantages":[61],"then":[63],"presented.":[64],"concludes":[67],"with":[68],"discussion":[70],"on":[71],"future":[73],"direction":[74],"development":[77]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
