{"id":"https://openalex.org/W2052010801","doi":"https://doi.org/10.1109/icip.2014.7025067","title":"Person-specific domain adaptation with applications to heterogeneous face recognition","display_name":"Person-specific domain adaptation with applications to heterogeneous face recognition","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2052010801","doi":"https://doi.org/10.1109/icip.2014.7025067","mag":"2052010801"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2014.7025067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2014.7025067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Image Processing (ICIP)","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/A5015826285","display_name":"Yao-Hung Hubert Tsai","orcid":"https://orcid.org/0000-0001-5312-1875"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]},{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yao-Hung Tsai","raw_affiliation_strings":["Academia Sinica, Research Center for Information Technology Innovation, Taipei, Taiwan","Dept. Electrical Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Academia Sinica, Research Center for Information Technology Innovation, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]},{"raw_affiliation_string":"Dept. Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111758098","display_name":"Hung-Ming Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]},{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hung-Ming Hsu","raw_affiliation_strings":["Academia Sinica, Research Center for Information Technology Innovation, Taipei, Taiwan","Dept. Electrical Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Academia Sinica, Research Center for Information Technology Innovation, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]},{"raw_affiliation_string":"Dept. Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023349519","display_name":"Cheng-An Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-An Hou","raw_affiliation_strings":["Academia Sinica, Research Center for Information Technology Innovation, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Academia Sinica, Research Center for Information Technology Innovation, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090045508","display_name":"Yu-Chiang Frank Wang","orcid":"https://orcid.org/0000-0002-2333-157X"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chiang Frank Wang","raw_affiliation_strings":["Academia Sinica, Research Center for Information Technology Innovation, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Academia Sinica, Research Center for Information Technology Innovation, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015826285"],"corresponding_institution_ids":["https://openalex.org/I16733864","https://openalex.org/I4210086894"],"apc_list":null,"apc_paid":null,"fwci":0.2439,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58996394,"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":"338","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9993000030517578,"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/T11448","display_name":"Face recognition and analysis","score":0.9993000030517578,"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/T10057","display_name":"Face and Expression Recognition","score":0.9991000294685364,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7634507417678833},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.7253136038780212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7113925218582153},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.6801338195800781},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6501991748809814},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6067073345184326},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5972383618354797},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5966059565544128},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5576390027999878},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5335168242454529},{"id":"https://openalex.org/keywords/sketch-recognition","display_name":"Sketch recognition","score":0.5281698107719421},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5171429514884949},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.49559032917022705},{"id":"https://openalex.org/keywords/three-dimensional-face-recognition","display_name":"Three-dimensional face recognition","score":0.4133714735507965},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4100118577480316},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.26160678267478943},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10372614860534668},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.07656583189964294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07280170917510986},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05826631188392639}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7634507417678833},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.7253136038780212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7113925218582153},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.6801338195800781},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6501991748809814},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6067073345184326},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5972383618354797},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5966059565544128},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5576390027999878},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5335168242454529},{"id":"https://openalex.org/C132900626","wikidata":"https://www.wikidata.org/wiki/Q7534733","display_name":"Sketch recognition","level":4,"score":0.5281698107719421},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5171429514884949},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.49559032917022705},{"id":"https://openalex.org/C88799230","wikidata":"https://www.wikidata.org/wiki/Q3398329","display_name":"Three-dimensional face recognition","level":5,"score":0.4133714735507965},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4100118577480316},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.26160678267478943},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10372614860534668},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.07656583189964294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07280170917510986},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05826631188392639},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"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/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2014.7025067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2014.7025067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4399999976158142,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1500607227","https://openalex.org/W1971359334","https://openalex.org/W2008932806","https://openalex.org/W2025341678","https://openalex.org/W2030899956","https://openalex.org/W2085810284","https://openalex.org/W2088164725","https://openalex.org/W2096943734","https://openalex.org/W2120824855","https://openalex.org/W2121058967","https://openalex.org/W2125865219","https://openalex.org/W2136995369","https://openalex.org/W2152788298","https://openalex.org/W2153288431","https://openalex.org/W2154671648","https://openalex.org/W2158096215","https://openalex.org/W2165698076","https://openalex.org/W2170653751","https://openalex.org/W4237310896","https://openalex.org/W6671587917","https://openalex.org/W6672500189","https://openalex.org/W6677973867","https://openalex.org/W6678025836","https://openalex.org/W6678814708","https://openalex.org/W6680360480","https://openalex.org/W6682686421","https://openalex.org/W6682816473","https://openalex.org/W6682850959"],"related_works":["https://openalex.org/W2294900353","https://openalex.org/W2411243951","https://openalex.org/W2151314278","https://openalex.org/W2522255879","https://openalex.org/W2973058640","https://openalex.org/W2121718848","https://openalex.org/W2388999256","https://openalex.org/W139994225","https://openalex.org/W3172064719","https://openalex.org/W3185386837"],"abstract_inverted_index":{"Heterogeneous":[0],"face":[1,15,65,130],"recognition":[2,115,131],"(HFR)":[3],"is":[4],"a":[5,35,58],"practical":[6],"yet":[7],"challenging":[8],"task":[9],"in":[10,19,98],"which":[11],"gallery":[12,108],"and":[13,83,123],"probe":[14],"images":[16],"are":[17,110],"collected":[18],"terms":[20],"of":[21,47,70,87,93,137],"different":[22],"modalities":[23],"or":[24],"features":[25],"(e.g.,":[26],"sketch":[27],"vs.":[28],"photo).":[29],"In":[30,117],"this":[31,99],"paper,":[32],"we":[33,55,89,120],"present":[34],"person-specific":[36,94],"domain":[37,95],"adaptation":[38,96],"framework":[39],"for":[40,81,133],"HFR.":[41],"By":[42],"utilizing":[43],"the":[44,68,85,91,103,107,135],"subjects":[45,86],"not":[46,51],"interest":[48],"(i.e.,":[49],"those":[50],"to":[52,112,126],"be":[53],"recognized),":[54],"first":[56],"derive":[57],"common":[59],"feature":[60,79],"space":[61,80],"using":[62],"their":[63],"cross-domain":[64],"images,":[66],"with":[67],"goal":[69],"eliminating":[71],"differences":[72],"between":[73],"image":[74],"modalities.":[75],"To":[76],"generalize":[77],"our":[78,118,138],"representing":[82],"recognizing":[84],"interest,":[88],"advocate":[90],"construction":[92],"model":[97],"space,":[100],"so":[101],"that":[102],"classifiers":[104],"(trained":[105],"by":[106],"images)":[109],"able":[111],"achieve":[113],"satisfactory":[114],"performance.":[116],"experiments,":[119],"consider":[121],"sketch-to-photo":[122],"near-infrared":[124],"(NIR)":[125],"visible":[127],"spectrum":[128],"(VIS)":[129],"problems":[132],"evaluating":[134],"effectiveness":[136],"method.":[139]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}