{"id":"https://openalex.org/W4405754615","doi":"https://doi.org/10.1109/tmm.2024.3521704","title":"Blind Video Quality Assessment at the Edge","display_name":"Blind Video Quality Assessment at the Edge","publication_year":2024,"publication_date":"2024-12-24","ids":{"openalex":"https://openalex.org/W4405754615","doi":"https://doi.org/10.1109/tmm.2024.3521704"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3521704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521704","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/A5024738575","display_name":"Zhanxuan Mei","orcid":"https://orcid.org/0009-0008-8049-6822"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhanxuan Mei","raw_affiliation_strings":["Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA","Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, CA, USA"],"raw_orcid":"https://orcid.org/0009-0008-8049-6822","affiliations":[{"raw_affiliation_string":"Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102766141","display_name":"Yun-Cheng Wang","orcid":"https://orcid.org/0000-0001-9778-4806"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun-Cheng Wang","raw_affiliation_strings":["Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA","Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9778-4806","affiliations":[{"raw_affiliation_string":"Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001082656","display_name":"C.\u2010C. Jay Kuo","orcid":"https://orcid.org/0000-0001-9474-5035"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C.-C. Jay Kuo","raw_affiliation_strings":["Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA","Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9474-5035","affiliations":[{"raw_affiliation_string":"Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":0.4576,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61511903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"27","issue":null,"first_page":"2320","last_page":"2334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9979000091552734,"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":0.9979000091552734,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9758999943733215,"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":0.9573000073432922,"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":0.818618893623352},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5195703506469727},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5036916136741638},{"id":"https://openalex.org/keywords/quality-assessment","display_name":"Quality assessment","score":0.47766122221946716},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.4713171124458313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3554154336452484},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.12432405352592468},{"id":"https://openalex.org/keywords/evaluation-methods","display_name":"Evaluation methods","score":0.1156664788722992}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.818618893623352},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5195703506469727},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5036916136741638},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.47766122221946716},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.4713171124458313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3554154336452484},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.12432405352592468},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.1156664788722992},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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.2024.3521704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521704","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320319290","display_name":"Meta","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1972859666","https://openalex.org/W1982471090","https://openalex.org/W1987489060","https://openalex.org/W2017336566","https://openalex.org/W2038911825","https://openalex.org/W2044338482","https://openalex.org/W2048042940","https://openalex.org/W2063658831","https://openalex.org/W2102166818","https://openalex.org/W2108598243","https://openalex.org/W2129644086","https://openalex.org/W2165156493","https://openalex.org/W2194363988","https://openalex.org/W2270330859","https://openalex.org/W2295598076","https://openalex.org/W2368744241","https://openalex.org/W2473697052","https://openalex.org/W2519796145","https://openalex.org/W2545136594","https://openalex.org/W2563786098","https://openalex.org/W2611434713","https://openalex.org/W2735173535","https://openalex.org/W2768340063","https://openalex.org/W2791258091","https://openalex.org/W2810069535","https://openalex.org/W2888928533","https://openalex.org/W2894843516","https://openalex.org/W2895868297","https://openalex.org/W2896225285","https://openalex.org/W2904860384","https://openalex.org/W2906364736","https://openalex.org/W2914458802","https://openalex.org/W2950154603","https://openalex.org/W2960833983","https://openalex.org/W2965644659","https://openalex.org/W2970478035","https://openalex.org/W3016028173","https://openalex.org/W3030701471","https://openalex.org/W3045587694","https://openalex.org/W3093431261","https://openalex.org/W3098621856","https://openalex.org/W3105164497","https://openalex.org/W3105691372","https://openalex.org/W3138613675","https://openalex.org/W3169674094","https://openalex.org/W3174722860","https://openalex.org/W3193919962","https://openalex.org/W3199104506","https://openalex.org/W4213072039","https://openalex.org/W4306178446","https://openalex.org/W4309478822","https://openalex.org/W4312359453","https://openalex.org/W4312966191","https://openalex.org/W4313148451","https://openalex.org/W4386160009","https://openalex.org/W6737664043","https://openalex.org/W6782089082"],"related_works":["https://openalex.org/W1972391593","https://openalex.org/W2062936665","https://openalex.org/W2054084867","https://openalex.org/W4234477160","https://openalex.org/W3201904914","https://openalex.org/W2154510413","https://openalex.org/W2140624161","https://openalex.org/W2007326877","https://openalex.org/W4243824339","https://openalex.org/W1513749200"],"abstract_inverted_index":{"Owing":[0],"to":[1,28,35],"the":[2,8,16,32,108,115],"proliferation":[3],"of":[4,23,46],"user-generated":[5],"videos":[6],"on":[7,95],"Internet,":[9],"blind":[10],"video":[11,76],"quality":[12],"assessment":[13],"(BVQA)":[14],"at":[15,31],"edge":[17,33,138],"attracts":[18],"growing":[19],"attention.":[20],"The":[21],"usage":[22],"deep-learning-based":[24],"methods":[25],"is":[26,55,135],"restricted":[27],"be":[29],"applied":[30],"due":[34],"their":[36],"large":[37],"model":[38,64,127],"sizes":[39,128],"and":[40,69,85,89,99,114,129],"high":[41,70],"computational":[42,67,131],"complexity.":[43,132],"In":[44],"light":[45],"this,":[47],"a":[48,62],"novel":[49],"lightweight":[50],"BVQA":[51,97],"method":[52],"called":[53],"GreenBVQA":[54,60,102,134],"proposed":[56],"in":[57,107],"this":[58],"work.":[59],"features":[61],"small":[63],"size,":[65],"low":[66],"complexity,":[68],"performance.":[71],"Its":[72],"processing":[73],"pipeline":[74],"includes:":[75],"data":[77],"cropping,":[78],"unsupervised":[79],"representation":[80],"generation,":[81],"supervised":[82],"feature":[83],"selection,":[84],"mean-opinion-score":[86],"(MOS)":[87],"regression":[88],"ensembles.":[90],"We":[91],"conduct":[92],"experimental":[93],"evaluations":[94],"three":[96],"datasets":[98],"show":[100],"that":[101],"can":[103],"offer":[104],"state-of-the-art":[105],"performance":[106],"Pearson":[109],"Linear":[110],"Correlation":[111,119],"Coefficient":[112,120],"(PLCC)":[113],"Spearman":[116],"Rank":[117],"Order":[118],"(SROCC)":[121],"metrics":[122],"while":[123],"demanding":[124],"significantly":[125],"smaller":[126],"lower":[130],"Thus,":[133],"well-suited":[136],"for":[137],"devices.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
