{"id":"https://openalex.org/W3009963939","doi":"https://doi.org/10.1145/3377874","title":"A Deep Learning Approach for Face Hallucination Guided by Facial Boundary Responses","display_name":"A Deep Learning Approach for Face Hallucination Guided by Facial Boundary Responses","publication_year":2020,"publication_date":"2020-02-29","ids":{"openalex":"https://openalex.org/W3009963939","doi":"https://doi.org/10.1145/3377874","mag":"3009963939"},"language":"en","primary_location":{"id":"doi:10.1145/3377874","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377874","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","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/A5078073726","display_name":"Mengyan Li","orcid":"https://orcid.org/0000-0002-7664-4836"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengyan Li","raw_affiliation_strings":["University of Science and Technology of China, Anhui, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101694076","display_name":"Zhaoyu Zhang","orcid":"https://orcid.org/0000-0003-4303-2806"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyu Zhang","raw_affiliation_strings":["University of Science and Technology of China, Anhui, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056388905","display_name":"Guochen Xie","orcid":"https://orcid.org/0000-0001-6494-6362"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guochen Xie","raw_affiliation_strings":["University of Science and Technology of China, Anhui, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048818071","display_name":"Jun Yu","orcid":"https://orcid.org/0000-0002-3197-8103"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yu","raw_affiliation_strings":["University of Science and Technology of China, Anhui, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078073726"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.4885,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.64391342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"16","issue":"1","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.986299991607666,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9825000166893005,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8191132545471191},{"id":"https://openalex.org/keywords/face-hallucination","display_name":"Face hallucination","score":0.8065518140792847},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7033988237380981},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6954087018966675},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6161868572235107},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5880357623100281},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5865457057952881},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5150127410888672},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5047672986984253},{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.4987215995788574},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.47391045093536377},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4176488220691681},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3530943989753723},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.29913657903671265},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.2755504548549652},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1980210244655609}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8191132545471191},{"id":"https://openalex.org/C54654163","wikidata":"https://www.wikidata.org/wiki/Q5428359","display_name":"Face hallucination","level":5,"score":0.8065518140792847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7033988237380981},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6954087018966675},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6161868572235107},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5880357623100281},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5865457057952881},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5150127410888672},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5047672986984253},{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.4987215995788574},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.47391045093536377},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4176488220691681},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3530943989753723},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.29913657903671265},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.2755504548549652},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1980210244655609},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3377874","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377874","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.75}],"awards":[{"id":"https://openalex.org/G862330407","display_name":null,"funder_award_id":"NO.U1736123 and NO.61572450","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1512746852","https://openalex.org/W1834627138","https://openalex.org/W1885185971","https://openalex.org/W1934184906","https://openalex.org/W1972002222","https://openalex.org/W1985436611","https://openalex.org/W2044613381","https://openalex.org/W2070038402","https://openalex.org/W2096733369","https://openalex.org/W2099470017","https://openalex.org/W2140257560","https://openalex.org/W2141631520","https://openalex.org/W2152131136","https://openalex.org/W2194775991","https://openalex.org/W2242218935","https://openalex.org/W2295477204","https://openalex.org/W2325939864","https://openalex.org/W2331128040","https://openalex.org/W2341528187","https://openalex.org/W2476548250","https://openalex.org/W2507235960","https://openalex.org/W2520930090","https://openalex.org/W2738588019","https://openalex.org/W2741976748","https://openalex.org/W2765811365","https://openalex.org/W2776107444","https://openalex.org/W2782974417","https://openalex.org/W2790630725","https://openalex.org/W2798691622","https://openalex.org/W2884051051","https://openalex.org/W2887748972","https://openalex.org/W2889816700","https://openalex.org/W2895542678","https://openalex.org/W2895749211","https://openalex.org/W2915683453","https://openalex.org/W2917823630","https://openalex.org/W2949662773","https://openalex.org/W2963393566","https://openalex.org/W2963470893","https://openalex.org/W2963583792","https://openalex.org/W2963676087","https://openalex.org/W2963684405","https://openalex.org/W2963767194","https://openalex.org/W2963789946","https://openalex.org/W2964118024","https://openalex.org/W2964125708","https://openalex.org/W2964167901","https://openalex.org/W2988058144","https://openalex.org/W3099206234","https://openalex.org/W3101998545","https://openalex.org/W3104792420","https://openalex.org/W4242177601","https://openalex.org/W4301409532"],"related_works":["https://openalex.org/W2946137858","https://openalex.org/W2798691622","https://openalex.org/W3208297503","https://openalex.org/W3119773509","https://openalex.org/W2889153461","https://openalex.org/W2964117661","https://openalex.org/W4388405611","https://openalex.org/W2619127353","https://openalex.org/W2988058144","https://openalex.org/W3048601286"],"abstract_inverted_index":{"Face":[0],"hallucination":[1,38,194],"is":[2,173],"a":[3,10,13,34,113,136,149,156,170],"domain-specific":[4],"super-resolution":[5],"(SR)":[6],"problem":[7],"of":[8,36,158],"learning":[9,28,182],"mapping":[11],"between":[12],"low-resolution":[14],"(LR)":[15],"face":[16,37,72,77,99,167,193],"image":[17],"and":[18,79,105,116,126,145],"its":[19],"corresponding":[20],"high-resolution":[21],"(HR)":[22],"image.":[23],"Tremendous":[24],"progress":[25],"on":[26],"deep":[27],"has":[29],"shown":[30],"exciting":[31],"potential":[32],"for":[33,71],"variety":[35],"tasks.":[39],"However,":[40],"most":[41],"deep-learning\u2013based":[42],"methods":[43],"are":[44,133],"limited":[45],"to":[46,54,90,101,121,141,161,175],"handle":[47],"facial":[48,55,81,128,143],"appearance":[49,144],"information":[50,147],"without":[51],"paying":[52],"attention":[53,118,151],"structure":[56,146],"priors.":[57],"In":[58],"this":[59],"article,":[60],"we":[61,95,154],"propose":[62],"an":[63,117],"open":[64],"source":[65],"1":[66],"Boundary-aware":[67],"Dual-branch":[68],"Network":[69],"(BDN)":[70],"hallucination,":[73],"which":[74],"simultaneously":[75],"extracts":[76],"features":[78,111,125],"estimates":[80],"boundary":[82,129],"responses":[83],"from":[84],"LR":[85,98],"inputs,":[86],"ultimately":[87],"fusing":[88],"them":[89],"reconstruct":[91],"HR":[92,102,110,166],"results.":[93],"Specifically,":[94],"first":[96],"upsample":[97],"images":[100],"feature":[103,137],"maps,":[104],"then":[106],"feed":[107],"the":[108,123,188,197],"upsampled":[109],"into":[112,135],"memory":[114],"unit":[115,119,140],"synchronously":[120],"obtain":[122],"refined":[124],"predict":[127],"responses.":[130],"Next,":[131],"they":[132],"fed":[134],"map":[138],"fusion":[139],"combine":[142],"by":[148,179],"spatial":[150],"mechanism.":[152],"Moreover,":[153],"employ":[155],"series":[157],"stacked":[159],"units":[160],"boost":[162],"performance":[163],"before":[164],"recovering":[165],"images.":[168],"Finally,":[169],"discriminative":[171],"network":[172],"developed":[174],"improve":[176],"visual":[177],"quality":[178],"introducing":[180],"adversarial":[181],"strategy.":[183],"Extensive":[184],"experiments":[185],"show":[186],"that":[187],"proposed":[189],"approach":[190],"achieves":[191],"superior":[192],"results":[195],"against":[196],"state-of-the-art":[198],"ones.":[199]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
