{"id":"https://openalex.org/W4285105991","doi":"https://doi.org/10.1109/tmm.2022.3189251","title":"End-to-End Blind Video Quality Assessment Based on Visual and Memory Attention Modeling","display_name":"End-to-End Blind Video Quality Assessment Based on Visual and Memory Attention Modeling","publication_year":2022,"publication_date":"2022-07-07","ids":{"openalex":"https://openalex.org/W4285105991","doi":"https://doi.org/10.1109/tmm.2022.3189251"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2022.3189251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2022.3189251","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5085503194","display_name":"Xiaodi Guan","orcid":"https://orcid.org/0000-0002-0373-7011"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodi Guan","raw_affiliation_strings":["Shaanxi Key Laboratory of Deep Space Exploration Intelligent Information Technology, School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-0373-7011","affiliations":[{"raw_affiliation_string":"Shaanxi Key Laboratory of Deep Space Exploration Intelligent Information Technology, School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373576","display_name":"Fan Li","orcid":"https://orcid.org/0000-0002-7566-1634"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Li","raw_affiliation_strings":["Shaanxi Key Laboratory of Deep Space Exploration Intelligent Information Technology, School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-7566-1634","affiliations":[{"raw_affiliation_string":"Shaanxi Key Laboratory of Deep Space Exploration Intelligent Information Technology, School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066254014","display_name":"Yangfan Zhang","orcid":"https://orcid.org/0009-0004-2346-5190"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangfan Zhang","raw_affiliation_strings":["Shaanxi Key Laboratory of Deep Space Exploration Intelligent Information Technology, School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Key Laboratory of Deep Space Exploration Intelligent Information Technology, School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068804724","display_name":"Pamela C. Cosman","orcid":"https://orcid.org/0000-0002-4012-0176"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pamela C. Cosman","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4012-0176","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.664,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.85034492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"25","issue":null,"first_page":"5206","last_page":"5221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":1.0,"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":1.0,"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/T11605","display_name":"Visual Attention and Saliency Detection","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/T11019","display_name":"Image Enhancement Techniques","score":0.9932000041007996,"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":0.8523300886154175},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.665526270866394},{"id":"https://openalex.org/keywords/subjective-video-quality","display_name":"Subjective video quality","score":0.6359400749206543},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5149282217025757},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5067816376686096},{"id":"https://openalex.org/keywords/reference-frame","display_name":"Reference frame","score":0.46132224798202515},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.45928147435188293},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4496045708656311},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3759136497974396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3347548842430115},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3286817669868469},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.2641071081161499},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07598909735679626}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8523300886154175},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.665526270866394},{"id":"https://openalex.org/C114227958","wikidata":"https://www.wikidata.org/wiki/Q7631422","display_name":"Subjective video quality","level":4,"score":0.6359400749206543},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5149282217025757},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5067816376686096},{"id":"https://openalex.org/C172849965","wikidata":"https://www.wikidata.org/wiki/Q3148875","display_name":"Reference frame","level":3,"score":0.46132224798202515},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.45928147435188293},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4496045708656311},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3759136497974396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3347548842430115},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3286817669868469},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.2641071081161499},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07598909735679626},{"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/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2022.3189251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2022.3189251","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6299999952316284,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3768708208","display_name":"\u57fa\u4e8e\u4f20\u9012\u8fc1\u79fb\u5b66\u4e60\u7684\u771f\u5b9e\u573a\u666f\u56fe\u50cf\u8d28\u91cf\u8bc4\u4ef7\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62071369","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1686810756","https://openalex.org/W1977246677","https://openalex.org/W1982471090","https://openalex.org/W1987489060","https://openalex.org/W1999567494","https://openalex.org/W2015196405","https://openalex.org/W2030401181","https://openalex.org/W2032007016","https://openalex.org/W2040959874","https://openalex.org/W2063658831","https://openalex.org/W2114367324","https://openalex.org/W2118615399","https://openalex.org/W2147268297","https://openalex.org/W2149866488","https://openalex.org/W2156761163","https://openalex.org/W2164364459","https://openalex.org/W2169037956","https://openalex.org/W2194363988","https://openalex.org/W2194775991","https://openalex.org/W2298773986","https://openalex.org/W2461475918","https://openalex.org/W2473697052","https://openalex.org/W2549139847","https://openalex.org/W2558906385","https://openalex.org/W2571200450","https://openalex.org/W2603172850","https://openalex.org/W2617811665","https://openalex.org/W2618530766","https://openalex.org/W2752782242","https://openalex.org/W2765736075","https://openalex.org/W2791258091","https://openalex.org/W2883239366","https://openalex.org/W2888880110","https://openalex.org/W2950154603","https://openalex.org/W2955425717","https://openalex.org/W2963918210","https://openalex.org/W2965638232","https://openalex.org/W2965644659","https://openalex.org/W2980565715","https://openalex.org/W2981374717","https://openalex.org/W2986131415","https://openalex.org/W2997704915","https://openalex.org/W3006361831","https://openalex.org/W3015279878","https://openalex.org/W3030701471","https://openalex.org/W3042011474","https://openalex.org/W3090101394","https://openalex.org/W3090952760","https://openalex.org/W3093431261","https://openalex.org/W3099047215","https://openalex.org/W3101840568","https://openalex.org/W3109622386","https://openalex.org/W3126164993","https://openalex.org/W3174722860","https://openalex.org/W3209403948","https://openalex.org/W6628877408","https://openalex.org/W6637373629","https://openalex.org/W6647225686","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W4388138958","https://openalex.org/W1996919562","https://openalex.org/W2046455617","https://openalex.org/W4390244677","https://openalex.org/W2809031010","https://openalex.org/W2061696964","https://openalex.org/W2546999347","https://openalex.org/W3094981288","https://openalex.org/W3194854785","https://openalex.org/W4385804965"],"abstract_inverted_index":{"Developing":[0],"an":[1,54,78,111,172],"objective":[2],"quality":[3,82,108,157],"assessment":[4,83],"model":[5],"for":[6,13,106],"user-generated":[7],"content":[8,26,128],"(UGC)":[9],"videos":[10],"is":[11,37,53,99,117,158],"significant":[12],"multimedia":[14],"applications,":[15],"and":[16,27,50,65,89,114,149,167,186],"also":[17],"a":[18,94,135],"challenge":[19],"due":[20],"to":[21,39,72,101,126],"the":[22,33,41,58,61,122,132,140,147,161,189],"diversity":[23],"of":[24,29,134,152,163,191],"video":[25,81,156],"unpredictability":[28],"distortions.":[30],"To":[31],"predict":[32],"perceived":[34],"quality,":[35],"it":[36],"necessary":[38],"consider":[40],"human":[42],"visual":[43,49,88,96,165],"system,":[44],"in":[45,48,70,171],"which":[46],"attention":[47,91,97,112,124,138,150,166,170],"memory":[51,90,137,169],"domains":[52],"essential":[55],"component.":[56],"With":[57],"idea":[59],"that":[60],"stimulus-driven":[62],"bottom-up":[63],"mechanism":[64,68],"cognition-driven":[66],"top-down":[67],"work":[69],"synergy":[71],"generate":[73],"quality-aware":[74,95,123,136],"attention,":[75],"we":[76],"propose":[77],"end-to-end":[79,173],"blind":[80],"(VQA)":[84],"algorithm":[85],"based":[86],"on":[87,177],"modeling.":[92],"First,":[93],"module":[98],"established":[100],"obtain":[102],"spatial-temporal":[103,127],"attention-guided":[104,142],"representations":[105],"frame-level":[107,153,164],"perception.":[109],"Specifically,":[110],"selection":[113],"confluence":[115],"method":[116],"developed":[118],"by":[119],"circularly":[120],"integrating":[121],"information":[125],"features.":[129],"Then,":[130],"with":[131,160],"aid":[133],"module,":[139],"video-level":[141,168],"features":[143],"are":[144],"inferred":[145],"through":[146],"dimension":[148],"reshaping":[151],"representations.":[154],"The":[155],"predicted":[159],"guidance":[162],"structure.":[174],"Experimental":[175],"results":[176],"five":[178],"UGC-VQA":[179],"databases":[180],"(CVD2014,":[181],"LIVE-Qualcomm,":[182],"KoNViD-1":[183],"k,":[184],"LIVE-VQC":[185],"Youtube-UGC)":[187],"demonstrate":[188],"effectiveness":[190],"our":[192],"modules.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}