{"id":"https://openalex.org/W2461349148","doi":"https://doi.org/10.1109/tcsvt.2015.2433538","title":"Facial Image Hallucination Through Coupled-Layer Neighbor Embedding","display_name":"Facial Image Hallucination Through Coupled-Layer Neighbor Embedding","publication_year":2015,"publication_date":"2015-05-14","ids":{"openalex":"https://openalex.org/W2461349148","doi":"https://doi.org/10.1109/tcsvt.2015.2433538","mag":"2461349148"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2015.2433538","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2015.2433538","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-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/A5087165831","display_name":"Junjun Jiang","orcid":"https://orcid.org/0000-0002-5694-505X"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junjun Jiang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087726516","display_name":"Ruimin Hu","orcid":"https://orcid.org/0000-0002-0290-5757"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruimin Hu","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741750","display_name":"Zhongyuan Wang","orcid":"https://orcid.org/0000-0002-9796-488X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyuan Wang","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027802291","display_name":"Zhen Han","orcid":"https://orcid.org/0000-0002-1862-4781"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Han","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040010053","display_name":"Jiayi Ma","orcid":"https://orcid.org/0000-0003-3264-3265"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Ma","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087165831"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":13.0931,"has_fulltext":false,"cited_by_count":99,"citation_normalized_percentile":{"value":0.99149341,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"26","issue":"9","first_page":"1674","last_page":"1684"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9990000128746033,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9990000128746033,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9563000202178955,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7521324157714844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6343130469322205},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6086674332618713},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.5876801609992981},{"id":"https://openalex.org/keywords/face-hallucination","display_name":"Face hallucination","score":0.5554283857345581},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5503038763999939},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5476221442222595},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.509395182132721},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5044046640396118},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.47819235920906067},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4574025273323059},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4117524325847626},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.411063551902771},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.33901530504226685},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33304721117019653},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.23322662711143494},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.17891466617584229},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.12540125846862793},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07537573575973511}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7521324157714844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6343130469322205},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6086674332618713},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.5876801609992981},{"id":"https://openalex.org/C54654163","wikidata":"https://www.wikidata.org/wiki/Q5428359","display_name":"Face hallucination","level":5,"score":0.5554283857345581},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5503038763999939},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5476221442222595},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.509395182132721},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5044046640396118},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47819235920906067},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4574025273323059},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4117524325847626},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.411063551902771},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.33901530504226685},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33304721117019653},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.23322662711143494},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.17891466617584229},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.12540125846862793},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07537573575973511},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsvt.2015.2433538","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2015.2433538","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.714.5362","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.714.5362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.escience.cn/system/download/74204/","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G5768711004","display_name":null,"funder_award_id":"61503288","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7255243540","display_name":null,"funder_award_id":"2015M570665","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322815","display_name":"China University of Geosciences, Wuhan","ror":"https://ror.org/04q6c7p66"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1578099820","https://openalex.org/W1972002222","https://openalex.org/W1973788353","https://openalex.org/W1981341515","https://openalex.org/W1983781364","https://openalex.org/W1985436611","https://openalex.org/W1994204330","https://openalex.org/W1999457380","https://openalex.org/W2001141328","https://openalex.org/W2015497428","https://openalex.org/W2027325144","https://openalex.org/W2031349574","https://openalex.org/W2044655004","https://openalex.org/W2053186076","https://openalex.org/W2054515210","https://openalex.org/W2055444136","https://openalex.org/W2059417964","https://openalex.org/W2069165391","https://openalex.org/W2070789837","https://openalex.org/W2071730188","https://openalex.org/W2088777113","https://openalex.org/W2103871101","https://openalex.org/W2108855378","https://openalex.org/W2112794790","https://openalex.org/W2113598499","https://openalex.org/W2114380981","https://openalex.org/W2114712988","https://openalex.org/W2116498084","https://openalex.org/W2117553576","https://openalex.org/W2118963448","https://openalex.org/W2121058967","https://openalex.org/W2131724888","https://openalex.org/W2133665775","https://openalex.org/W2134563198","https://openalex.org/W2138616927","https://openalex.org/W2139286676","https://openalex.org/W2141631520","https://openalex.org/W2146515445","https://openalex.org/W2149760002","https://openalex.org/W2154199925","https://openalex.org/W2157656099","https://openalex.org/W2160021903","https://openalex.org/W2164307510","https://openalex.org/W2171677016","https://openalex.org/W2172157973","https://openalex.org/W2217896605","https://openalex.org/W2295477204","https://openalex.org/W6677521738","https://openalex.org/W6679809621","https://openalex.org/W6684221638"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2037549926","https://openalex.org/W2345479200","https://openalex.org/W2183306018","https://openalex.org/W2900415423","https://openalex.org/W4394643898","https://openalex.org/W1629152045","https://openalex.org/W3026405273","https://openalex.org/W2970256865","https://openalex.org/W3135859832"],"abstract_inverted_index":{"As":[0],"the":[1,29,37,47,56,63,66,79,100,103,113,118,126,130,133,137,144,152,155,159,172,178,192,196],"facial":[2,20,84],"image":[3,21,31,48,69,85],"captured":[4],"by":[5,125],"a":[6,44,74,165],"low-cost":[7],"camera":[8],"is":[9,112,123,136],"typically":[10],"very":[11],"low":[12],"resolution":[13],"(LR),":[14],"blurring,":[15],"and":[16,65,72,102,158,177,187,203],"noisy,":[17],"traditional":[18],"neighbor-embedding-based":[19],"hallucination":[22],"methods":[23,199],"from":[24,62,90],"one":[25],"single":[26],"manifold":[27],"(i.e.,":[28],"LR":[30,64,101,107,119,131,156,173],"manifold)":[32],"fail":[33],"to":[34,43,46],"reliably":[35],"estimate":[36],"intention":[38],"geometrical":[39,115],"structure,":[40],"consequently":[41],"leading":[42],"bias":[45],"reconstruction":[49,127,145,175],"result.":[50],"In":[51],"this":[52,110,148],"paper,":[53],"we":[54],"introduce":[55],"notion":[57],"of":[58,117,129,154],"neighbor":[59],"embedding":[60],"(NE)":[61],"high-resolution":[67],"(HR)":[68],"manifolds":[70],"simultaneously":[71],"propose":[73],"novel":[75],"NE":[76,81,92,168],"model,":[77],"termed":[78],"coupled-layer":[80],"(CLNE),":[82],"for":[83],"hallucination.":[86],"CLNE":[87,162],"differs":[88],"substantially":[89],"other":[91],"models":[93],"in":[94,109,185,200],"that":[95,140,191],"it":[96],"has":[97],"two":[98],"layers:":[99],"HR":[104,134,160,180],"layers.":[105],"The":[106,182],"layer":[108,135,157],"model":[111],"local":[114],"structure":[116],"patch":[120,174],"manifold,":[121],"which":[122],"characterized":[124],"weights":[128,176],"patches;":[132],"intrinsic":[138],"geometry":[139],"can":[141,163],"geometrically":[142],"constrain":[143],"weights.":[146],"With":[147],"coupled-constraint":[149],"paradigm":[150],"between":[151],"adaptation":[153],"one,":[161],"achieve":[164],"more":[166],"robust":[167],"through":[169],"iteratively":[170],"updating":[171],"estimated":[179],"patch.":[181],"experimental":[183],"results":[184],"simulation":[186],"real":[188],"conditions":[189],"confirm":[190],"proposed":[193],"method":[194],"outperforms":[195],"related":[197],"state-of-the-art":[198],"both":[201],"quantitative":[202],"visual":[204],"comparisons.":[205]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":25},{"year":2015,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
