{"id":"https://openalex.org/W1509581536","doi":"https://doi.org/10.1109/icassp.2015.7178183","title":"Coupled learning based on singular-values-unique and hog for face hallucination","display_name":"Coupled learning based on singular-values-unique and hog for face hallucination","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1509581536","doi":"https://doi.org/10.1109/icassp.2015.7178183","mag":"1509581536"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2015.7178183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7178183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5062542061","display_name":"Songze Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songze Tang","raw_affiliation_strings":["Nanjing University of Science and Technology","Nanjing University of Science and Technology,,,,,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"Nanjing University of Science and Technology,,,,,China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020302879","display_name":"Liang Xiao","orcid":"https://orcid.org/0000-0003-0178-9384"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Xiao","raw_affiliation_strings":["Nanjing University of Science and Technology","Nanjing University of Science and Technology,,,,,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"Nanjing University of Science and Technology,,,,,China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354999","display_name":"Pengfei Liu","orcid":"https://orcid.org/0000-0002-1603-3670"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Liu","raw_affiliation_strings":["Nanjing University of Science and Technology","Nanjing University of Science and Technology,,,,,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"Nanjing University of Science and Technology,,,,,China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028691541","display_name":"Huicong Wu","orcid":"https://orcid.org/0000-0003-0003-6540"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huicong Wu","raw_affiliation_strings":["Nanjing University of Science and Technology","Nanjing University of Science and Technology,,,,,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"Nanjing University of Science and Technology,,,,,China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":0.3744,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66480135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1315","last_page":"1319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9947999715805054,"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":0.9934999942779541,"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":0.7342490553855896},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6840412616729736},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5970687866210938},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.573201596736908},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.5667228102684021},{"id":"https://openalex.org/keywords/singular-value","display_name":"Singular value","score":0.5459250211715698},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5442862510681152},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5209609270095825},{"id":"https://openalex.org/keywords/counterintuitive","display_name":"Counterintuitive","score":0.5085638761520386},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5070345401763916},{"id":"https://openalex.org/keywords/face-hallucination","display_name":"Face hallucination","score":0.4940491020679474},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.48404306173324585},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4833754897117615},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.47801053524017334},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4502054750919342},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4201648235321045},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35373377799987793},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.3217860460281372},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.09206041693687439}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7342490553855896},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6840412616729736},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5970687866210938},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.573201596736908},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.5667228102684021},{"id":"https://openalex.org/C109282560","wikidata":"https://www.wikidata.org/wiki/Q4166054","display_name":"Singular value","level":3,"score":0.5459250211715698},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5442862510681152},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5209609270095825},{"id":"https://openalex.org/C101097943","wikidata":"https://www.wikidata.org/wiki/Q5176983","display_name":"Counterintuitive","level":2,"score":0.5085638761520386},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5070345401763916},{"id":"https://openalex.org/C54654163","wikidata":"https://www.wikidata.org/wiki/Q5428359","display_name":"Face hallucination","level":5,"score":0.4940491020679474},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.48404306173324585},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4833754897117615},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.47801053524017334},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4502054750919342},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4201648235321045},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35373377799987793},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.3217860460281372},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.09206041693687439},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2015.7178183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7178183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1989704934","https://openalex.org/W2016598597","https://openalex.org/W2049237558","https://openalex.org/W2055024227","https://openalex.org/W2070038402","https://openalex.org/W2117865218","https://openalex.org/W2118963448","https://openalex.org/W2121058967","https://openalex.org/W2123921160","https://openalex.org/W2161969291","https://openalex.org/W2163935418","https://openalex.org/W3104720471","https://openalex.org/W6683680428"],"related_works":["https://openalex.org/W4319586039","https://openalex.org/W4382583540","https://openalex.org/W1607100495","https://openalex.org/W1990844505","https://openalex.org/W2148568324","https://openalex.org/W4386721910","https://openalex.org/W4378770618","https://openalex.org/W2164147222","https://openalex.org/W2038393145","https://openalex.org/W2166314501"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposed":[2,127],"a":[3,11,111],"novel":[4],"method":[5],"for":[6],"face":[7],"hallucination":[8],"based":[9],"on":[10,53],"neighbor":[12,16],"embedding":[13,17],"technique.":[14],"Traditional":[15],"approaches":[18],"often":[19],"offer":[20],"counterintuitive":[21],"results":[22,132],"because":[23],"consistency":[24],"between":[25],"high":[26],"resolution":[27,31],"images":[28,32],"and":[29,119,138],"low":[30],"cannot":[33],"be":[34],"preserved":[35],"without":[36],"taking":[37],"the":[38,42,51,54,59,75,80,89,94,99,105,117],"intrinsic":[39],"features":[40,62,86],"of":[41,82,93,101],"image":[43,72,95],"patches":[44,96],"into":[45],"account.":[46],"In":[47],"order":[48],"to":[49,87,97,110],"reinforce":[50],"consistency,":[52],"one":[55],"hand,":[56,77],"we":[57,78],"exploit":[58],"singular-values-unique":[60],"(SVU)":[61],"inspired":[63],"by":[64],"singular":[65],"values":[66],"decomposition":[67],"(SVD)":[68],"successfully":[69],"applied":[70],"in":[71,133,136],"processing.":[73],"On":[74],"other":[76],"introduced":[79],"Histograms":[81],"Oriented":[83],"Gradients":[84],"(HOG)":[85],"characterize":[88],"local":[90],"geometric":[91],"structure":[92],"alleviate":[98],"effects":[100],"noise.":[102],"At":[103],"last,":[104],"learning":[106],"space":[107,114],"is":[108],"extended":[109],"coupled":[112],"feature":[113],"that":[115,125],"combines":[116],"SVU":[118],"HOG":[120],"features.":[121],"Simulation":[122],"experiments":[123,135],"show":[124],"this":[126],"approach":[128],"could":[129],"provide":[130],"competitive":[131],"simulation":[134],"subjective":[137],"objective":[139],"quality.":[140]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
