{"id":"https://openalex.org/W3199775471","doi":"https://doi.org/10.1109/tcsvt.2021.3112120","title":"Monocular and Binocular Interactions Oriented Deformable Convolutional Networks for Blind Quality Assessment of Stereoscopic Omnidirectional Images","display_name":"Monocular and Binocular Interactions Oriented Deformable Convolutional Networks for Blind Quality Assessment of Stereoscopic Omnidirectional Images","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W3199775471","doi":"https://doi.org/10.1109/tcsvt.2021.3112120","mag":"3199775471"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2021.3112120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2021.3112120","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/A5030554236","display_name":"Xiongli Chai","orcid":"https://orcid.org/0000-0002-4245-5391"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiongli Chai","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-4245-5391","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049898953","display_name":"Feng Shao","orcid":"https://orcid.org/0000-0002-2495-9924"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Shao","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-2495-9924","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000581688","display_name":"Qiuping Jiang","orcid":"https://orcid.org/0000-0002-6025-9343"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuping Jiang","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-6025-9343","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018282808","display_name":"Xiangchao Meng","orcid":"https://orcid.org/0000-0002-7405-3143"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangchao Meng","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-7405-3143","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061745929","display_name":"Yo\u2010Sung Ho","orcid":"https://orcid.org/0000-0002-7220-1034"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yo-Sung Ho","raw_affiliation_strings":["School of Information and Communications, Gwangju Institute of Science and Technology (GIST), Gwangju, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-7220-1034","affiliations":[{"raw_affiliation_string":"School of Information and Communications, Gwangju Institute of Science and Technology (GIST), Gwangju, South Korea","institution_ids":["https://openalex.org/I39534123"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030554236"],"corresponding_institution_ids":["https://openalex.org/I109935558"],"apc_list":null,"apc_paid":null,"fwci":2.2306,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.89902511,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"32","issue":"6","first_page":"3407","last_page":"3421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9983999729156494,"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":0.9983999729156494,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9916999936103821,"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":0.7611298561096191},{"id":"https://openalex.org/keywords/stereoscopy","display_name":"Stereoscopy","score":0.7361643314361572},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7081704139709473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6867527961730957},{"id":"https://openalex.org/keywords/monocular","display_name":"Monocular","score":0.6678613424301147},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.47358494997024536},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.464886873960495},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4424777030944824},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4399118423461914},{"id":"https://openalex.org/keywords/omnidirectional-antenna","display_name":"Omnidirectional antenna","score":0.4272933304309845},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.41594499349594116},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15940505266189575}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7611298561096191},{"id":"https://openalex.org/C126057942","wikidata":"https://www.wikidata.org/wiki/Q35158","display_name":"Stereoscopy","level":2,"score":0.7361643314361572},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7081704139709473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6867527961730957},{"id":"https://openalex.org/C65909025","wikidata":"https://www.wikidata.org/wiki/Q1945033","display_name":"Monocular","level":2,"score":0.6678613424301147},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.47358494997024536},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.464886873960495},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4424777030944824},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4399118423461914},{"id":"https://openalex.org/C24027999","wikidata":"https://www.wikidata.org/wiki/Q2176348","display_name":"Omnidirectional antenna","level":3,"score":0.4272933304309845},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.41594499349594116},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15940505266189575},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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":1,"locations":[{"id":"doi:10.1109/tcsvt.2021.3112120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2021.3112120","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2073421919","display_name":null,"funder_award_id":"61901236","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3769718807","display_name":null,"funder_award_id":"R18F010008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G713033493","display_name":null,"funder_award_id":"42171326","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7260466524","display_name":null,"funder_award_id":"62071261","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7534358263","display_name":null,"funder_award_id":"41801252","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"},{"id":"https://openalex.org/F4320337015","display_name":"K. C. Wong Magna Fund in Ningbo University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1566589657","https://openalex.org/W1964859077","https://openalex.org/W1981076008","https://openalex.org/W1982471090","https://openalex.org/W1993721485","https://openalex.org/W2040617105","https://openalex.org/W2051596736","https://openalex.org/W2102166818","https://openalex.org/W2133665775","https://openalex.org/W2141983208","https://openalex.org/W2172058006","https://openalex.org/W2194775991","https://openalex.org/W2258211000","https://openalex.org/W2310059960","https://openalex.org/W2327452692","https://openalex.org/W2417022726","https://openalex.org/W2473697052","https://openalex.org/W2513500606","https://openalex.org/W2519800386","https://openalex.org/W2561270043","https://openalex.org/W2601564443","https://openalex.org/W2612870373","https://openalex.org/W2618902759","https://openalex.org/W2733888878","https://openalex.org/W2750972358","https://openalex.org/W2768340063","https://openalex.org/W2777280533","https://openalex.org/W2888995598","https://openalex.org/W2890110575","https://openalex.org/W2895696451","https://openalex.org/W2896663560","https://openalex.org/W2905544033","https://openalex.org/W2910957069","https://openalex.org/W2912340292","https://openalex.org/W2917103012","https://openalex.org/W2919786679","https://openalex.org/W2920014186","https://openalex.org/W2951131556","https://openalex.org/W2964171031","https://openalex.org/W2990246360","https://openalex.org/W2990391914","https://openalex.org/W2990900847","https://openalex.org/W2995180830","https://openalex.org/W2999254410","https://openalex.org/W3002876662","https://openalex.org/W3010456684","https://openalex.org/W3011598741","https://openalex.org/W3020521460","https://openalex.org/W3020845803","https://openalex.org/W3030380536","https://openalex.org/W3034882073","https://openalex.org/W3048688174","https://openalex.org/W3091452821","https://openalex.org/W3095427077","https://openalex.org/W3104262360","https://openalex.org/W3112148705","https://openalex.org/W3113191828","https://openalex.org/W3118542935","https://openalex.org/W3122686848","https://openalex.org/W3127167510","https://openalex.org/W3127726806","https://openalex.org/W3128473149","https://openalex.org/W3129217345","https://openalex.org/W3135479537","https://openalex.org/W3137710672","https://openalex.org/W3162407014","https://openalex.org/W3187196322","https://openalex.org/W6769516661"],"related_works":["https://openalex.org/W3005571954","https://openalex.org/W4224011692","https://openalex.org/W1997349748","https://openalex.org/W2182629419","https://openalex.org/W2113039159","https://openalex.org/W2094957557","https://openalex.org/W127013308","https://openalex.org/W2551346855","https://openalex.org/W2031347084","https://openalex.org/W2018194316"],"abstract_inverted_index":{"Stereoscopic":[0,25],"omnidirectional":[1],"content,":[2],"as":[3,206],"a":[4,66,114,125],"novel":[5,67],"visual":[6,36,48,168],"media,":[7],"has":[8],"drawn":[9],"wide":[10],"attention":[11],"in":[12,19,60,77,145,192,203],"recent":[13],"years":[14],"due":[15],"to":[16,42,71,90,105,117,136,155],"its":[17],"ability":[18],"providing":[20],"strong":[21],"immersive":[22],"experience.":[23],"Since":[24],"Omnidirectional":[26],"Images":[27],"(SOIs)":[28],"involve":[29],"the":[30,57,73,81,92,106,119,138,157,166,179,182,186,194,207],"properties":[31],"from":[32],"panoramic":[33],"and":[34,46,113,131,142,162],"stereoscopic":[35,107],"perception,":[37],"it":[38],"is":[39,134,201,210],"very":[40],"challenging":[41],"establish":[43],"an":[44],"efficient":[45,202],"effective":[47],"quality":[49,74,148,189,195],"evaluation":[50],"model":[51,200],"for":[52,152],"SOIs.":[53,197],"To":[54],"better":[55],"measure":[56],"user\u2019s":[58],"experience":[59],"virtual":[61],"reality,":[62],"we":[63,109],"put":[64],"forward":[65],"deep":[68],"learning":[69],"framework":[70],"assess":[72],"of":[75,85,96,140,160,181,196],"SOIs":[76],"this":[78],"paper.":[79],"Firstly,":[80],"deformable":[82],"convolutions":[83,87],"instead":[84],"standard":[86],"are":[88,150],"adopted":[89],"ensure":[91],"invariant":[93],"receptive":[94],"fields":[95],"convolutional":[97],"kernels":[98],"on":[99,165,173,213],"Equi-Rectangular":[100],"Projection":[101],"(ERP).":[102],"Secondly,":[103],"according":[104],"property,":[108],"use":[110],"binocular-difference":[111,132],"information":[112],"coarse-to-fine":[115],"mechanism":[116],"construct":[118],"binocular":[120,143,163],"feature":[121,208],"extraction":[122,209],"network.":[123],"Thirdly,":[124],"three-channel":[126],"network":[127],"involving":[128],"left-view,":[129],"right-view":[130],"channels":[133],"presented":[135],"simulate":[137],"process":[139],"monocular":[141,161],"interactions,":[144],"which":[146],"independent":[147],"labels":[149],"provided":[151],"each":[153],"channel":[154],"reflect":[156],"individual":[158],"effect":[159],"visions":[164],"whole":[167],"quality.":[169],"Finally,":[170],"experimental":[171],"results":[172],"two":[174],"available":[175],"benchmark":[176],"databases":[177],"demonstrate":[178],"superiority":[180],"proposed":[183],"metric":[184],"over":[185],"state-of-the-art":[187],"blind":[188],"assessment":[190],"models":[191],"predicting":[193],"Moreover,":[198],"our":[199],"computational":[204],"cost":[205],"directly":[211],"applied":[212],"ERP":[214],"images.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}