{"id":"https://openalex.org/W2890615330","doi":"https://doi.org/10.1109/icip.2018.8451499","title":"Face Hallucination Using Manifold-Regularized Group Locality-Constrained Representation","display_name":"Face Hallucination Using Manifold-Regularized Group Locality-Constrained Representation","publication_year":2018,"publication_date":"2018-09-07","ids":{"openalex":"https://openalex.org/W2890615330","doi":"https://doi.org/10.1109/icip.2018.8451499","mag":"2890615330"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2018.8451499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 25th 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/A5089404454","display_name":"Tao L\u00fc","orcid":"https://orcid.org/0000-0001-8117-2012"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tao Lu","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Robot, Wuhan Institute of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Robot, Wuhan Institute of Technology, Wuhan, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028707382","display_name":"Kangli Zeng","orcid":"https://orcid.org/0000-0002-8592-053X"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kangli Zeng","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Robot, Wuhan Institute of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Robot, Wuhan Institute of Technology, Wuhan, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087165831","display_name":"Junjun Jiang","orcid":"https://orcid.org/0000-0002-5694-505X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junjun Jiang","raw_affiliation_strings":["School of Computer Science, University of Geosciences, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Geosciences, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054275925","display_name":"Yanduo Zhang","orcid":"https://orcid.org/0000-0002-7490-0939"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanduo Zhang","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Robot, Wuhan Institute of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Robot, Wuhan Institute of Technology, Wuhan, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071964473","display_name":"Wei He","orcid":"https://orcid.org/0000-0001-9192-9728"},"institutions":[{"id":"https://openalex.org/I354108","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17","country_code":"CN","type":"education","lineage":["https://openalex.org/I354108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei He","raw_affiliation_strings":["School of Economics and Management, Minjiang University, Fuzhou Fujian, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Minjiang University, Fuzhou Fujian, China","institution_ids":["https://openalex.org/I354108"]}]},{"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":["School of Computer Science, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091259006","display_name":"Huabing Zhou","orcid":"https://orcid.org/0000-0001-5007-7303"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huabing Zhou","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Robot, Wuhan Institute of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Robot, Wuhan Institute of Technology, Wuhan, China","institution_ids":["https://openalex.org/I91125648"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5089404454"],"corresponding_institution_ids":["https://openalex.org/I91125648"],"apc_list":null,"apc_paid":null,"fwci":0.2089,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5517953,"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":"2511","last_page":"2515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9789999723434448,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9732000231742859,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.7743064761161804},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5781711935997009},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.57712721824646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5345124006271362},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.499439001083374},{"id":"https://openalex.org/keywords/face-hallucination","display_name":"Face hallucination","score":0.49402791261672974},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.47234001755714417},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43724286556243896},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.43026047945022583},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4255511462688446},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.35592028498649597},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32864537835121155},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.22661110758781433},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12567126750946045},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.10050415992736816}],"concepts":[{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.7743064761161804},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5781711935997009},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.57712721824646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5345124006271362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.499439001083374},{"id":"https://openalex.org/C54654163","wikidata":"https://www.wikidata.org/wiki/Q5428359","display_name":"Face hallucination","level":5,"score":0.49402791261672974},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.47234001755714417},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43724286556243896},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.43026047945022583},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4255511462688446},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.35592028498649597},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32864537835121155},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.22661110758781433},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12567126750946045},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.10050415992736816},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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.2018.8451499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 25th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W1972002222","https://openalex.org/W1985436611","https://openalex.org/W2003749430","https://openalex.org/W2031349574","https://openalex.org/W2044655004","https://openalex.org/W2046387702","https://openalex.org/W2054689585","https://openalex.org/W2088748973","https://openalex.org/W2097074225","https://openalex.org/W2118963448","https://openalex.org/W2133665775","https://openalex.org/W2139286676","https://openalex.org/W2141631520","https://openalex.org/W2149760002","https://openalex.org/W2150695437","https://openalex.org/W2160021903","https://openalex.org/W2217896605","https://openalex.org/W2242218935","https://openalex.org/W2292976057","https://openalex.org/W2295477204","https://openalex.org/W2307888739","https://openalex.org/W2507235960","https://openalex.org/W2518224564","https://openalex.org/W2559478892","https://openalex.org/W2642849260","https://openalex.org/W2751912274","https://openalex.org/W2752773224","https://openalex.org/W2794277346","https://openalex.org/W3106100613"],"related_works":["https://openalex.org/W2755152041","https://openalex.org/W2353047565","https://openalex.org/W2384651879","https://openalex.org/W3005579881","https://openalex.org/W325114128","https://openalex.org/W2024640171","https://openalex.org/W4220850864","https://openalex.org/W63491089","https://openalex.org/W4283639758","https://openalex.org/W4246863173"],"abstract_inverted_index":{"Sparsity":[0],"and":[1,126,147],"locality":[2],"regularizations":[3],"are":[4],"successfully":[5],"applied":[6],"to":[7,11,56,73,89,110],"face":[8,20,46,140],"hallucination":[9,21],"algorithms":[10],"ameliorate":[12],"their":[13],"ill-posed":[14],"nature.":[15],"However,":[16],"most":[17],"of":[18,28,100,113,133,145],"patch-based":[19],"approaches":[22],"only":[23],"consider":[24],"the":[25,58,79,91,114,115,131,134],"manifold":[26,60],"structure":[27],"single":[29],"patch,":[30],"thus":[31],"resulting":[32],"in":[33,54,63,143],"unstable":[34],"solution":[35,109],"for":[36,94,118],"image":[37],"reconstruction.":[38,120],"In":[39],"this":[40],"paper,":[41],"we":[42,68],"propose":[43],"a":[44,75],"novel":[45],"hallucination,":[47],"termed":[48],"manifold-regularized":[49],"group":[50,70,92],"locality-constrained":[51],"representation":[52],"(MGLR),":[53],"order":[55],"exploit":[57],"multiple":[59],"structures":[61],"rooted":[62],"grouped":[64,101],"self-similarly":[65],"patches.":[66,82],"Specifically,":[67],"first":[69],"similar":[71],"patches":[72],"form":[74],"matrix":[76],"which":[77],"contains":[78],"recurrent":[80],"non-local":[81],"Then":[83],"graph":[84],"regularization":[85],"term":[86],"is":[87],"formulated":[88],"represent":[90],"manifolds":[93],"better":[95],"reconstruction":[96],"quality.":[97],"Taking":[98],"advantages":[99],"self-similar":[102],"patches,":[103],"MGLR":[104],"can":[105],"offer":[106],"stable":[107],"sparse":[108],"take":[111],"advantage":[112],"accurate":[116],"prior":[117],"super-resolution":[119],"Experimental":[121],"results":[122],"on":[123],"LFW":[124],"database":[125],"CMU":[127],"real-world":[128],"images":[129],"demonstrate":[130],"superiority":[132],"proposed":[135],"method":[136],"over":[137],"some":[138],"state-of-the-art":[139],"methods":[141],"both":[142],"terms":[144],"subjective":[146],"objective":[148],"qualities.":[149]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}