{"id":"https://openalex.org/W4285122806","doi":"https://doi.org/10.1109/tcsvt.2022.3179744","title":"Blind Image Quality Assessment for Authentic Distortions by Intermediary Enhancement and Iterative Training","display_name":"Blind Image Quality Assessment for Authentic Distortions by Intermediary Enhancement and Iterative Training","publication_year":2022,"publication_date":"2022-06-02","ids":{"openalex":"https://openalex.org/W4285122806","doi":"https://doi.org/10.1109/tcsvt.2022.3179744"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2022.3179744","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3179744","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/A5082518848","display_name":"Tianshu Song","orcid":"https://orcid.org/0000-0003-3592-0651"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianshu Song","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3592-0651","affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033615240","display_name":"Leida Li","orcid":"https://orcid.org/0000-0001-9069-8796"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leida Li","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-9069-8796","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063520709","display_name":"Pengfei Chen","orcid":"https://orcid.org/0000-0002-0509-3782"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Chen","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101605853","display_name":"Hantao Liu","orcid":"https://orcid.org/0000-0003-4544-3481"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hantao Liu","raw_affiliation_strings":["School of Computer Science and Informatics, Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0003-4544-3481","affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110778150","display_name":"Jiansheng Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jiansheng Qian","raw_affiliation_strings":["School of Computer Science and Informatics, Cardiff University, Cardiff, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.447,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.90416374,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"32","issue":"11","first_page":"7592","last_page":"7604"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","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/T11165","display_name":"Image and Video Quality Assessment","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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9972000122070312,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9945999979972839,"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/computer-science","display_name":"Computer science","score":0.7172074317932129},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6858131885528564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6310493350028992},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.6253082752227783},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5561281442642212},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5327845811843872},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5253550410270691},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5196412801742554},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49125903844833374},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.47392138838768005},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.46677178144454956},{"id":"https://openalex.org/keywords/quality-score","display_name":"Quality Score","score":0.463410347700119},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.44080162048339844},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.4136941134929657},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.318719744682312},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2159920036792755},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21130838990211487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7172074317932129},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6858131885528564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6310493350028992},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.6253082752227783},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5561281442642212},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5327845811843872},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5253550410270691},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5196412801742554},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49125903844833374},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.47392138838768005},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46677178144454956},{"id":"https://openalex.org/C2779346075","wikidata":"https://www.wikidata.org/wiki/Q7268763","display_name":"Quality Score","level":3,"score":0.463410347700119},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.44080162048339844},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4136941134929657},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.318719744682312},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2159920036792755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21130838990211487},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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":3,"locations":[{"id":"doi:10.1109/tcsvt.2022.3179744","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3179744","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:https://orca.cardiff.ac.uk:150369","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:http://orca-dev.cardiff.ac.uk:150369","is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/150369/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6282252090","display_name":null,"funder_award_id":"XYDXX-063","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G6468169989","display_name":null,"funder_award_id":"62171340","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G712080188","display_name":null,"funder_award_id":"61991451","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7944472674","display_name":"\u9762\u5411\u865a\u62df\u89c6\u89d2\u5408\u6210\u7684\u5ba2\u89c2\u8d28\u91cf\u8bc4\u4ef7\u65b9\u6cd5\u53ca\u5176\u5e94\u7528\u7814\u7a76","funder_award_id":"61771473","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8163739988","display_name":null,"funder_award_id":"20JY024","funder_id":"https://openalex.org/F4320328112","funder_display_name":"Shanxi Provincial Education Department"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320326182","display_name":"Six Talent Peaks Project in Jiangsu Province","ror":null},{"id":"https://openalex.org/F4320328112","display_name":"Shanxi Provincial Education Department","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1979451680","https://openalex.org/W1982471090","https://openalex.org/W1985697265","https://openalex.org/W1987489060","https://openalex.org/W1992869494","https://openalex.org/W2013422999","https://openalex.org/W2051596736","https://openalex.org/W2063360098","https://openalex.org/W2076205488","https://openalex.org/W2117539524","https://openalex.org/W2148848374","https://openalex.org/W2194775991","https://openalex.org/W2286686646","https://openalex.org/W2294857031","https://openalex.org/W2473697052","https://openalex.org/W2516858621","https://openalex.org/W2557957659","https://openalex.org/W2563786098","https://openalex.org/W2566149141","https://openalex.org/W2567330569","https://openalex.org/W2620678416","https://openalex.org/W2768340063","https://openalex.org/W2794680924","https://openalex.org/W2896261175","https://openalex.org/W2905544033","https://openalex.org/W2909303017","https://openalex.org/W2912340292","https://openalex.org/W2915109329","https://openalex.org/W2922433978","https://openalex.org/W2962843773","https://openalex.org/W2963312584","https://openalex.org/W2963351448","https://openalex.org/W2964030969","https://openalex.org/W2964288524","https://openalex.org/W2982789429","https://openalex.org/W2982795046","https://openalex.org/W3002992380","https://openalex.org/W3006233221","https://openalex.org/W3030380536","https://openalex.org/W3034716173","https://openalex.org/W3034882073","https://openalex.org/W3035595647","https://openalex.org/W3038004521","https://openalex.org/W3085824656","https://openalex.org/W3091249416","https://openalex.org/W3096688134","https://openalex.org/W3100404621","https://openalex.org/W3102733987","https://openalex.org/W3105164497","https://openalex.org/W3123489609","https://openalex.org/W3130885914","https://openalex.org/W3135479537","https://openalex.org/W3153355178","https://openalex.org/W3159198982","https://openalex.org/W3162407014","https://openalex.org/W3170874841","https://openalex.org/W3186285855","https://openalex.org/W3193919962","https://openalex.org/W3199130643","https://openalex.org/W3203770998","https://openalex.org/W3207397767","https://openalex.org/W3208553054","https://openalex.org/W3210514413","https://openalex.org/W3214264009","https://openalex.org/W4238491817","https://openalex.org/W4293659930","https://openalex.org/W4366352743","https://openalex.org/W6637373629","https://openalex.org/W6739901393","https://openalex.org/W6754146604","https://openalex.org/W6768920361","https://openalex.org/W6788135285","https://openalex.org/W6790920653","https://openalex.org/W6799103170"],"related_works":["https://openalex.org/W3194862240","https://openalex.org/W4206325381","https://openalex.org/W2295706819","https://openalex.org/W2161907179","https://openalex.org/W2043597472","https://openalex.org/W54224318","https://openalex.org/W2552902349","https://openalex.org/W2896263975","https://openalex.org/W2061912243","https://openalex.org/W2466958844"],"abstract_inverted_index":{"With":[0],"the":[1,17,60,85,91,108,122,144,148,152,158,186,204],"boom":[2],"of":[3,87],"deep":[4],"neural":[5],"networks,":[6],"blind":[7],"image":[8,175],"quality":[9,176],"assessment":[10],"(BIQA)":[11],"has":[12],"achieved":[13],"great":[14],"processes.":[15],"However,":[16],"current":[18],"BIQA":[19],"metrics":[20],"are":[21],"limited":[22],"when":[23],"evaluating":[24,187],"low-quality":[25,64,104,165,190],"images":[26,98,105,191],"as":[27],"compared":[28],"to":[29,59,99,103,119,151,163],"medium-quality":[30],"and":[31,55,130,137,192],"high-quality":[32],"images,":[33],"which":[34],"restricts":[35],"their":[36],"applications":[37],"in":[38],"real":[39],"world":[40],"problems.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45,67],"first":[46],"identify":[47],"that":[48,181],"two":[49,81],"challenges":[50],"caused":[51],"by":[52],"distribution":[53,57,109],"shift":[54],"long-tailed":[56,123,164],"lead":[58],"compromised":[61],"performance":[62,188],"on":[63,84,171,189],"images.":[65,166],"Then,":[66],"propose":[68],"an":[69,115],"intermediary":[70,97],"enhancement-based":[71],"bilateral":[72],"network":[73],"with":[74,121],"iterative":[75,116],"training":[76,117],"strategy":[77,118,126],"for":[78,106,133],"solving":[79],"these":[80],"challenges.":[82],"Drawing":[83],"experience":[86],"transitive":[88],"transfer":[89,100],"learning,":[90],"proposed":[92],"metric":[93,112,183,201],"adaptively":[94],"introduces":[95],"enhanced":[96],"more":[101,161],"information":[102],"mitigating":[107],"shift.":[110],"Our":[111],"also":[113,156,202],"adopts":[114],"deal":[120],"distribution.":[124],"This":[125],"decouples":[127],"feature":[128],"extraction":[129],"score":[131],"regression":[132],"better":[134],"representation":[135],"learning":[136],"regressor":[138],"training.":[139],"It":[140],"not":[141],"only":[142],"transfers":[143],"knowledge":[145],"learned":[146],"from":[147],"earlier":[149],"stage":[150],"latter":[153],"stage,":[154],"but":[155],"makes":[157],"model":[159],"pay":[160],"attention":[162],"We":[167],"conduct":[168],"extensive":[169],"experiments":[170],"five":[172],"authentically":[173],"distorted":[174],"datasets.":[177],"The":[178],"results":[179],"show":[180],"our":[182,200],"significantly":[184],"improves":[185],"delivers":[193],"state-of-the-art":[194],"intra-dataset":[195],"results.":[196],"During":[197],"generalization":[198],"tests,":[199],"achieves":[203],"best":[205],"cross-dataset":[206],"performance.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
