{"id":"https://openalex.org/W2031349574","doi":"https://doi.org/10.1109/tcsvt.2013.2290574","title":"Face Hallucination Via Weighted Adaptive Sparse Regularization","display_name":"Face Hallucination Via Weighted Adaptive Sparse Regularization","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2031349574","doi":"https://doi.org/10.1109/tcsvt.2013.2290574","mag":"2031349574"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2013.2290574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2013.2290574","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/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":true,"raw_author_name":"Zhongyuan Wang","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software and the School of Computer, Wuhan University, Wuhan, China","National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software and the School of Computer, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China#TAB#","institution_ids":["https://openalex.org/I37461747"]}]},{"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 and the School of Computer, Wuhan University, Wuhan, China","National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software and the School of Computer, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China#TAB#","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064048281","display_name":"Shizheng Wang","orcid":"https://orcid.org/0009-0004-3569-7247"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shizheng Wang","raw_affiliation_strings":["Chinese Academy of Science, Institute of Automation, Beijing, China","Inst. of Autom., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Science, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210112150"]},{"raw_affiliation_string":"Inst. of Autom., Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087165831","display_name":"Junjun Jiang","orcid":"https://orcid.org/0000-0002-5694-505X"},"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":"Junjun Jiang","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software and the School of Computer, Wuhan University, Wuhan, China","National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software and the School of Computer, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China#TAB#","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100741750"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":11.3536,"has_fulltext":false,"cited_by_count":92,"citation_normalized_percentile":{"value":0.99088951,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"24","issue":"5","first_page":"802","last_page":"813"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9987999796867371,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9896000027656555,"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/robustness","display_name":"Robustness (evolution)","score":0.6610056161880493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5962302088737488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5897133350372314},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.5838510990142822},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.582804799079895},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5021247863769531},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48515161871910095},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.452349990606308},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.4200475215911865},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33557623624801636},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3284696936607361}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6610056161880493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5962302088737488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5897133350372314},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.5838510990142822},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.582804799079895},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5021247863769531},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48515161871910095},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.452349990606308},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.4200475215911865},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33557623624801636},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3284696936607361},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2013.2290574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2013.2290574","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W3219084","https://openalex.org/W567896383","https://openalex.org/W1972002222","https://openalex.org/W1978749115","https://openalex.org/W2003749430","https://openalex.org/W2038036044","https://openalex.org/W2039252615","https://openalex.org/W2053186076","https://openalex.org/W2074682976","https://openalex.org/W2079775628","https://openalex.org/W2099470017","https://openalex.org/W2111394763","https://openalex.org/W2118963448","https://openalex.org/W2121058967","https://openalex.org/W2134563198","https://openalex.org/W2136005975","https://openalex.org/W2140257560","https://openalex.org/W2149760002","https://openalex.org/W2154199925","https://openalex.org/W2155048779","https://openalex.org/W2156043924","https://openalex.org/W2156930033","https://openalex.org/W2160021903","https://openalex.org/W2164452299","https://openalex.org/W2296616510","https://openalex.org/W4250955649","https://openalex.org/W6615968508","https://openalex.org/W6677548907","https://openalex.org/W6679809621","https://openalex.org/W6682872125"],"related_works":["https://openalex.org/W2770593030","https://openalex.org/W4281727072","https://openalex.org/W4312219546","https://openalex.org/W3154990682","https://openalex.org/W2171975302","https://openalex.org/W1589637664","https://openalex.org/W2560201613","https://openalex.org/W2142809053","https://openalex.org/W1532073221","https://openalex.org/W2377538627"],"abstract_inverted_index":{"Sparse":[0],"representation-based":[1],"face":[2,22,65,87,169,176],"hallucination":[3,66,88],"approaches":[4],"proposed":[5,186],"so":[6],"far":[7],"use":[8],"fixed":[9],"\u2113":[10,95,116],"<sub":[11,96,117],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[12,97,118],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[13],"norm":[14,99],"penalty":[15,100,120],"to":[16,29,80,109,131],"capture":[17],"the":[18,30,39,45,104,107,114,127,154],"sparse":[19,76,128,156],"nature":[20,157],"of":[21,33,41,139,158,193],"images,":[23],"and":[24,48,84,161,197],"thus":[25,162],"hardly":[26],"adapt":[27],"readily":[28],"statistical":[31],"variability":[32],"underlying":[34],"images.":[35],"Additionally,":[36],"they":[37,57],"ignore":[38],"influence":[40],"spatial":[42],"distances":[43],"between":[44],"test":[46],"image":[47],"training":[49],"basis":[50],"images":[51,160,182],"on":[52,103,174],"optimal":[53,147],"reconstruction":[54],"coefficients.":[55],"Consequently,":[56],"cannot":[58],"offer":[59],"a":[60,73,92],"satisfactory":[61],"performance":[62,167],"in":[63,90,126,135,168,191],"practical":[64],"applications.":[67],"In":[68,142],"this":[69],"paper,":[70],"we":[71],"propose":[72],"weighted":[74,94,115],"adaptive":[75],"regularization":[77],"(WASR)":[78],"method":[79,187],"promote":[81],"accuracy,":[82],"stability":[83],"robustness":[85],"for":[86],"reconstruction,":[89],"which":[91],"distance-inducing":[93],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">q</sub>":[98,119],"is":[101],"imposed":[102],"solution.":[105],"With":[106],"adjustment":[108],"shrinkage":[110],"parameter":[111],"q":[112,140,148],",":[113],"function":[121],"enables":[122],"elastic":[123],"description":[124],"ability":[125],"domain,":[129],"leading":[130],"more":[132],"conservative":[133],"sparsity":[134],"an":[136,146],"ascending":[137],"order":[138],".":[141],"particular,":[143],"WASR":[144],"with":[145],">":[149],"1":[150],"can":[151],"reasonably":[152],"represent":[153],"less":[155],"noisy":[159],"remarkably":[163],"boosts":[164],"noise":[165],"robust":[166],"hallucination.":[170],"Various":[171],"experimental":[172],"results":[173],"standard":[175],"database":[177],"as":[178,180],"well":[179],"real-world":[181],"show":[183],"that":[184],"our":[185],"outperforms":[188],"state-of-the-art":[189],"methods":[190],"terms":[192],"both":[194],"objective":[195],"metrics":[196],"visual":[198],"quality.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
