{"id":"https://openalex.org/W3197807396","doi":"https://doi.org/10.1109/tmm.2021.3107148","title":"Video Quality Assessment With Serial Dependence Modeling","display_name":"Video Quality Assessment With Serial Dependence Modeling","publication_year":2021,"publication_date":"2021-08-25","ids":{"openalex":"https://openalex.org/W3197807396","doi":"https://doi.org/10.1109/tmm.2021.3107148","mag":"3197807396"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2021.3107148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3107148","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/A5069427748","display_name":"Yongxu Liu","orcid":"https://orcid.org/0009-0008-5719-1107"},"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":true,"raw_author_name":"Yongxu Liu","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi’an, China","an, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074780876","display_name":"Jinjian Wu","orcid":"https://orcid.org/0000-0001-7501-0009"},"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":"Jinjian Wu","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi’an, China","an, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114339923","display_name":"Aobo Li","orcid":"https://orcid.org/0009-0009-0631-918X"},"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":"Aobo Li","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi’an, China","an, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"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’an, China","an, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037310802","display_name":"Weisheng Dong","orcid":"https://orcid.org/0000-0002-9632-985X"},"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":"Weisheng Dong","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi’an, China","an, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101549504","display_name":"Guangming Shi","orcid":"https://orcid.org/0000-0003-2179-3292"},"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":"Guangming Shi","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi’an, China","an, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100403129","display_name":"Weisi Lin","orcid":"https://orcid.org/0000-0001-9866-1947"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weisi Lin","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069427748"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":0.7768,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.73992502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"24","issue":null,"first_page":"3754","last_page":"3768"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9969000220298767,"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":0.9919999837875366,"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/computer-science","display_name":"Computer science","score":0.8605014085769653},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.7563090324401855},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6348993182182312},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.6082193851470947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6045254468917847},{"id":"https://openalex.org/keywords/human-visual-system-model","display_name":"Human visual system model","score":0.5841699242591858},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.5543599724769592},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5530208945274353},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5409356951713562},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5356131792068481},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49333587288856506},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4839218258857727},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.46166566014289856},{"id":"https://openalex.org/keywords/visual-perception","display_name":"Visual perception","score":0.44759681820869446},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39138346910476685},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.26953962445259094},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07777714729309082}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8605014085769653},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.7563090324401855},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6348993182182312},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.6082193851470947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6045254468917847},{"id":"https://openalex.org/C160086991","wikidata":"https://www.wikidata.org/wiki/Q5939193","display_name":"Human visual system model","level":3,"score":0.5841699242591858},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.5543599724769592},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5530208945274353},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5409356951713562},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5356131792068481},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49333587288856506},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4839218258857727},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46166566014289856},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.44759681820869446},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39138346910476685},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26953962445259094},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07777714729309082},{"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/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2021.3107148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3107148","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":[{"display_name":"Peace, Justice and strong institutions","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1006664453","display_name":null,"funder_award_id":"62022063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6316269671","display_name":null,"funder_award_id":"61772388","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6862244890","display_name":null,"funder_award_id":"61632019","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":46,"referenced_works":["https://openalex.org/W1500868666","https://openalex.org/W1580389772","https://openalex.org/W1755205674","https://openalex.org/W1964859077","https://openalex.org/W1983364832","https://openalex.org/W2005990670","https://openalex.org/W2013749712","https://openalex.org/W2033134721","https://openalex.org/W2044338482","https://openalex.org/W2048042940","https://openalex.org/W2063632045","https://openalex.org/W2074883210","https://openalex.org/W2079775421","https://openalex.org/W2096163315","https://openalex.org/W2117535912","https://openalex.org/W2126492713","https://openalex.org/W2140332897","https://openalex.org/W2142825011","https://openalex.org/W2147268297","https://openalex.org/W2157490214","https://openalex.org/W2165222134","https://openalex.org/W2171947545","https://openalex.org/W2190250513","https://openalex.org/W2298773986","https://openalex.org/W2314091824","https://openalex.org/W2520315817","https://openalex.org/W2571200450","https://openalex.org/W2611349135","https://openalex.org/W2618001251","https://openalex.org/W2620676860","https://openalex.org/W2735448770","https://openalex.org/W2738692335","https://openalex.org/W2888880110","https://openalex.org/W2914658805","https://openalex.org/W2915109329","https://openalex.org/W2932446589","https://openalex.org/W2956265248","https://openalex.org/W2965644659","https://openalex.org/W2970478035","https://openalex.org/W3015337948","https://openalex.org/W3090101394","https://openalex.org/W3099047215","https://openalex.org/W4235023644","https://openalex.org/W6629974201","https://openalex.org/W6682864246","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2292083403","https://openalex.org/W2152509098","https://openalex.org/W2000518209","https://openalex.org/W2748894200","https://openalex.org/W2364766777","https://openalex.org/W2425469620","https://openalex.org/W1997296376","https://openalex.org/W1992080580","https://openalex.org/W2026208768","https://openalex.org/W2153229931"],"abstract_inverted_index":{"Video":[0],"quality":[1,10,232],"assessment":[2],"(VQA)":[3],"is":[4,132,183,220,235],"much":[5],"more":[6],"challenging":[7],"than":[8],"image":[9],"assessment,":[11],"due":[12,99],"to":[13,42,71,78,100,107,185,237],"the":[14,24,33,38,47,62,68,73,80,85,90,129,136,187,194,197,201,205,209,212,216,225,239,252,259],"difficulty":[15],"of":[16,23,145,157,196],"modeling":[17,119],"temporal":[18],"influence":[19],"among":[20,190],"frames.":[21],"Most":[22],"existing":[25],"VQA":[26,124,248],"methods":[27],"usually":[28],"isolate":[29],"each":[30,143],"moment":[31,203],"within":[32],"video":[34,241],"(i.e.,":[35],"it":[36],"neglects":[37],"sequential":[39],"nature),":[40],"leading":[41],"a":[43,55,115],"large":[44],"gap":[45],"from":[46,200,211],"subjective":[48,226,260],"perception.":[49,82,261],"Recent":[50],"research":[51],"on":[52,134,204,245],"neuroscience":[53],"suggests":[54],"serially":[56,217],"dependent":[57,218],"perception":[58],"(SDP)":[59],"mechanism":[60],"in":[61,97,125,153],"human":[63],"visual":[64,76],"system":[65],"(HVS).":[66],"Namely,":[67],"HVS":[69,91],"tends":[70],"incorporate":[72],"recent":[74],"past":[75],"experience":[77],"predict":[79],"present":[81],"Inspired":[83],"by":[84,223],"SDP,":[86],"we":[87,113],"suggest":[88],"that":[89,251],"prefers":[92],"stable":[93],"and":[94,103,109,139,170],"continuous":[95],"degradations":[96],"videos":[98],"their":[101],"predictability,":[102],"exhibits":[104],"less":[105],"tolerance":[106],"interrupted":[108],"unpredictable":[110],"disturbances.":[111],"Thus,":[112],"introduce":[114],"novel":[116],"serial":[117,188],"dependence":[118,189],"(SDM)":[120],"framework":[121],"for":[122,142,161,228],"full-reference":[123],"this":[126],"paper.":[127],"Firstly,":[128],"instantaneous":[130,191],"degradation":[131,219],"measured":[133],"both":[135],"static":[137],"appearance":[138],"motion":[140,148,162],"information":[141],"glimpse":[144],"scenes.":[146],"Since":[147],"plays":[149],"an":[150,165,171,177,230],"important":[151],"role":[152],"videos,":[154],"two":[155],"types":[156],"structures":[158],"are":[159],"extracted":[160],"representation,":[163],"namely,":[164],"explicit":[166],"content-based":[167],"3D":[168],"structure":[169],"implicit":[172],"feature-based":[173],"2D":[174],"structure.":[175],"Next,":[176],"assessment-directed":[178],"long-short":[179],"term":[180],"memory":[181],"(A-LSTM)":[182],"proposed":[184,253],"capture":[186],"degradations.":[192],"With":[193],"consideration":[195],"perceptual":[198],"effect":[199,210],"previous":[202],"current":[206],"one,":[207],"especially":[208],"perceptually":[213],"worst":[214],"moment,":[215],"characterized.":[221],"Finally,":[222],"mimicking":[224],"rating":[227],"video-viewing,":[229],"attention-based":[231],"decision":[233],"procedure":[234],"presented":[236],"acquire":[238],"final":[240],"quality.":[242],"Experimental":[243],"results":[244],"publicly":[246],"available":[247],"databases":[249],"demonstrate":[250],"method":[254],"maintains":[255],"good":[256],"consistency":[257],"with":[258]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}