{"id":"https://openalex.org/W4391306764","doi":"https://doi.org/10.1109/vcip59821.2023.10402646","title":"Unifying Domain Adaptation and Energy-Based Techniques for Person Search","display_name":"Unifying Domain Adaptation and Energy-Based Techniques for Person Search","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4391306764","doi":"https://doi.org/10.1109/vcip59821.2023.10402646"},"language":"en","primary_location":{"id":"doi:10.1109/vcip59821.2023.10402646","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vcip59821.2023.10402646","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Visual Communications and Image Processing (VCIP)","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/A5108208528","display_name":"Jione Pak","orcid":"https://orcid.org/0009-0008-8050-1732"},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jione Pak","raw_affiliation_strings":["Sogang University,Dept. of Electronic Eng,Seoul,South Korea","Dept. of Electronic Eng, Sogang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Sogang University,Dept. of Electronic Eng,Seoul,South Korea","institution_ids":["https://openalex.org/I148751991"]},{"raw_affiliation_string":"Dept. of Electronic Eng, Sogang University, Seoul, South Korea","institution_ids":["https://openalex.org/I148751991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016498241","display_name":"Chang-Ryeol Jeon","orcid":null},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changryeol Jeon","raw_affiliation_strings":["Sogang University,Dept. of Electronic Eng,Seoul,South Korea","Dept. of Electronic Eng, Sogang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Sogang University,Dept. of Electronic Eng,Seoul,South Korea","institution_ids":["https://openalex.org/I148751991"]},{"raw_affiliation_string":"Dept. of Electronic Eng, Sogang University, Seoul, South Korea","institution_ids":["https://openalex.org/I148751991"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084904773","display_name":"Suk\u2010Ju Kang","orcid":"https://orcid.org/0000-0002-4809-956X"},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Suk-Ju Kang","raw_affiliation_strings":["Sogang University,Dept. of Electronic Eng,Seoul,South Korea","Dept. of Electronic Eng, Sogang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Sogang University,Dept. of Electronic Eng,Seoul,South Korea","institution_ids":["https://openalex.org/I148751991"]},{"raw_affiliation_string":"Dept. of Electronic Eng, Sogang University, Seoul, South Korea","institution_ids":["https://openalex.org/I148751991"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108208528"],"corresponding_institution_ids":["https://openalex.org/I148751991"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19416279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9789000153541565,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9789000153541565,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9279999732971191,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6662423610687256},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6565804481506348},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6385027170181274},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5356243848800659},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.48401495814323425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31585878133773804},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12807822227478027},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09001943469047546},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06414082646369934}],"concepts":[{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6662423610687256},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6565804481506348},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6385027170181274},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5356243848800659},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.48401495814323425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31585878133773804},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12807822227478027},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09001943469047546},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06414082646369934},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vcip59821.2023.10402646","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vcip59821.2023.10402646","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Visual Communications and Image Processing (VCIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.41999998688697815}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322064","display_name":"Korea Institute for Advancement of Technology","ror":"https://ror.org/015w1qa96"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2963574614","https://openalex.org/W2963901085","https://openalex.org/W3014726960","https://openalex.org/W3034230918","https://openalex.org/W3092527263","https://openalex.org/W3174784837","https://openalex.org/W3175630131","https://openalex.org/W3199001931","https://openalex.org/W4312502666","https://openalex.org/W4319300147","https://openalex.org/W6620707391","https://openalex.org/W6784323503"],"related_works":["https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W2955455867","https://openalex.org/W4321649381","https://openalex.org/W3180787869","https://openalex.org/W2997645659","https://openalex.org/W3203792196","https://openalex.org/W4295929828","https://openalex.org/W3156096827","https://openalex.org/W4287890001"],"abstract_inverted_index":{"Person":[0,91],"search":[1,41,123,131],"is":[2],"a":[3],"challenging":[4],"task":[5],"that":[6],"involves":[7],"detecting":[8],"persons":[9],"and":[10,30,76,104,108,124],"identifying":[11],"their":[12],"identities":[13],"in":[14,50,133],"images.":[15],"Previous":[16],"studies":[17,42],"are":[18],"conducted":[19],"to":[20,53],"address":[21],"the":[22,59,72,88,114,126],"need":[23],"for":[24,119,128],"large-scale":[25],"datasets":[26],"with":[27,97],"bounding":[28],"box":[29],"person":[31,40,75,122,130],"identity":[32],"labels":[33],"via":[34],"domain":[35,38,120],"adaptation.":[36],"Recent":[37],"adaptive":[39,121],"rely":[43],"on":[44,106],"softmax-based":[45,67],"methods,":[46],"facing":[47],"overfitting":[48,80],"issues":[49],"detection":[51,64,95],"training":[52],"source":[54],"domain.":[55],"This":[56],"paper":[57],"proposes":[58],"use":[60],"of":[61,66,74,84,102,116],"energy-based":[62,85,117],"out-of-distribution":[63],"instead":[65],"classifier.":[68],"Our":[69],"approach":[70],"separates":[71],"distributions":[73],"background":[77],"clutter":[78],"without":[79],"issues.":[81],"The":[82],"integration":[83],"techniques":[86],"into":[87],"Domain":[89],"Adaptive":[90],"Search":[92],"framework":[93],"improves":[94],"performance,":[96],"an":[98],"average":[99],"precision":[100],"increase":[101],"2.11%":[103],"4.25%":[105],"CUHKSYSU":[107],"PRW":[109],"datasets.":[110],"These":[111],"results":[112],"highlight":[113],"potential":[115],"approaches":[118],"pave":[125],"way":[127],"accurate":[129],"applications":[132],"real-world":[134],"scenarios.":[135]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
