{"id":"https://openalex.org/W4320713035","doi":"https://doi.org/10.1109/access.2023.3244191","title":"Saliency Prediction in Uncategorized Videos Based on Audio-Visual Correlation","display_name":"Saliency Prediction in Uncategorized Videos Based on Audio-Visual Correlation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4320713035","doi":"https://doi.org/10.1109/access.2023.3244191"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3244191","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2023.3244191","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10042304.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10042304.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088655410","display_name":"Maryam Qamar","orcid":"https://orcid.org/0000-0003-0774-5411"},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]},{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR","PK"],"is_corresponding":true,"raw_author_name":"Maryam Qamar","raw_affiliation_strings":["Department of Computing, National University of Science and Technology, Islamabad, Pakistan","University of Azad Jammu and Kashmir Muzaffarabad, Pakistan","Kyung Hee University, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-0774-5411","affiliations":[{"raw_affiliation_string":"Department of Computing, National University of Science and Technology, Islamabad, Pakistan","institution_ids":[]},{"raw_affiliation_string":"University of Azad Jammu and Kashmir Muzaffarabad, Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"Kyung Hee University, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037696996","display_name":"Suleman Qamar","orcid":"https://orcid.org/0000-0001-6528-1681"},"institutions":[{"id":"https://openalex.org/I134276161","display_name":"Pakistan Institute of Engineering and Applied Sciences","ror":"https://ror.org/04d4mbk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I134276161"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Suleman Qamar","raw_affiliation_strings":["Department of Computer and Information Sciences, Pakistan Institute of Engineering and Applied Sciences, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-6528-1681","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Pakistan Institute of Engineering and Applied Sciences, Islamabad, Pakistan","institution_ids":["https://openalex.org/I134276161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033739451","display_name":"Muhammad Muneeb","orcid":"https://orcid.org/0000-0002-6506-4430"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Muhammad Muneeb","raw_affiliation_strings":["Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-6506-4430","affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005200603","display_name":"Sung\u2010Ho Bae","orcid":"https://orcid.org/0000-0003-2677-3186"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung-Ho Bae","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-2677-3186","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060351601","display_name":"Anis Ur Rahman","orcid":"https://orcid.org/0000-0002-8306-475X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anis Rahman","raw_affiliation_strings":["Department of Computing, National University of Science and Technology, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-8306-475X","affiliations":[{"raw_affiliation_string":"Department of Computing, National University of Science and Technology, Islamabad, Pakistan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088655410"],"corresponding_institution_ids":["https://openalex.org/I146840658","https://openalex.org/I35928602"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1158,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.3540431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":null,"first_page":"15460","last_page":"15470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","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/T11605","display_name":"Visual Attention and Saliency Detection","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/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9868000149726868,"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":0.8608909845352173},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.7264549732208252},{"id":"https://openalex.org/keywords/audio-visual","display_name":"Audio visual","score":0.7161511182785034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.648403525352478},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.622574508190155},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5284352898597717},{"id":"https://openalex.org/keywords/synchronizing","display_name":"Synchronizing","score":0.5223523378372192},{"id":"https://openalex.org/keywords/saliency-map","display_name":"Saliency map","score":0.4851013422012329},{"id":"https://openalex.org/keywords/visual-attention","display_name":"Visual attention","score":0.4570768475532532},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4423191249370575},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37658441066741943},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.204957515001297},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.12599685788154602}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8608909845352173},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.7264549732208252},{"id":"https://openalex.org/C3017588708","wikidata":"https://www.wikidata.org/wiki/Q758901","display_name":"Audio visual","level":2,"score":0.7161511182785034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.648403525352478},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.622574508190155},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5284352898597717},{"id":"https://openalex.org/C162932704","wikidata":"https://www.wikidata.org/wiki/Q1058791","display_name":"Synchronizing","level":3,"score":0.5223523378372192},{"id":"https://openalex.org/C2779679900","wikidata":"https://www.wikidata.org/wiki/Q25304431","display_name":"Saliency map","level":3,"score":0.4851013422012329},{"id":"https://openalex.org/C2986089797","wikidata":"https://www.wikidata.org/wiki/Q6501338","display_name":"Visual attention","level":3,"score":0.4570768475532532},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4423191249370575},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37658441066741943},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.204957515001297},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.12599685788154602},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3244191","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2023.3244191","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10042304.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:53886144739a4fd883aa1c45ea4bb703","is_oa":true,"landing_page_url":"https://doaj.org/article/53886144739a4fd883aa1c45ea4bb703","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 15460-15470 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3244191","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2023.3244191","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10042304.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322334","display_name":"Khalifa University of Science, Technology and Research","ror":"https://ror.org/05hffr360"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4320713035.pdf","grobid_xml":"https://content.openalex.org/works/W4320713035.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1490100156","https://openalex.org/W1510835000","https://openalex.org/W1517086206","https://openalex.org/W1545595850","https://openalex.org/W1970342316","https://openalex.org/W1992855619","https://openalex.org/W1996031228","https://openalex.org/W2003099669","https://openalex.org/W2011468011","https://openalex.org/W2017777862","https://openalex.org/W2055111849","https://openalex.org/W2055611119","https://openalex.org/W2077551945","https://openalex.org/W2081913479","https://openalex.org/W2094432440","https://openalex.org/W2097926315","https://openalex.org/W2098702446","https://openalex.org/W2099329509","https://openalex.org/W2103357101","https://openalex.org/W2106819039","https://openalex.org/W2110990863","https://openalex.org/W2119577735","https://openalex.org/W2128272608","https://openalex.org/W2135957164","https://openalex.org/W2139047169","https://openalex.org/W2147704751","https://openalex.org/W2162216530","https://openalex.org/W2164084182","https://openalex.org/W2169561119","https://openalex.org/W2169949291","https://openalex.org/W2184568381","https://openalex.org/W2472665735","https://openalex.org/W2498738402","https://openalex.org/W2501148868","https://openalex.org/W2581387103","https://openalex.org/W2924864416","https://openalex.org/W2999480731","https://openalex.org/W3000351820","https://openalex.org/W3082657571","https://openalex.org/W3086879886","https://openalex.org/W3101169550","https://openalex.org/W3110411105","https://openalex.org/W3181286780","https://openalex.org/W3197097128","https://openalex.org/W3204640376","https://openalex.org/W4200276416","https://openalex.org/W4213336482","https://openalex.org/W6630781460","https://openalex.org/W6632663391","https://openalex.org/W6680614221","https://openalex.org/W6684745935","https://openalex.org/W6809915981"],"related_works":["https://openalex.org/W1967391339","https://openalex.org/W2575602754","https://openalex.org/W5441856","https://openalex.org/W3009179364","https://openalex.org/W235810080","https://openalex.org/W2376243400","https://openalex.org/W2167403408","https://openalex.org/W2351778949","https://openalex.org/W2155482448","https://openalex.org/W4200523353"],"abstract_inverted_index":{"Substantial":[0],"research":[1],"has":[2],"been":[3],"done":[4],"in":[5,26,147],"saliency":[6,33,62,70,81,89,94,135],"modeling":[7],"to":[8,49,75,149],"make":[9],"intelligent":[10],"machines":[11],"that":[12,59,127,141],"can":[13],"perceive":[14],"and":[15,19,101],"interpret":[16],"their":[17],"surroundings":[18],"focus":[20],"only":[21],"on":[22,56],"the":[23,57,128],"salient":[24],"regions":[25],"a":[27,77,117,150],"visual":[28,88,102,133,151],"scene.":[29],"But":[30],"existing":[31],"spatio\u2013temporal":[32,69,134],"models":[34],"either":[35],"treat":[36],"videos":[37],"as":[38],"merely":[39],"image":[40],"sequences":[41],"excluding":[42],"any":[43],"audio":[44,93,100],"information":[45],"or":[46],"are":[47],"unable":[48],"cope":[50],"with":[51,91],"inherently":[52],"varying":[53],"content.":[54],"Based":[55],"hypothesis":[58,140],"an":[60,92,142],"audiovisual":[61,143],"model":[63,106,129,144,152],"will":[64],"perform":[65],"better":[66,146],"than":[67],"traditional":[68],"models,":[71],"this":[72],"work":[73],"aims":[74],"provide":[76],"generic":[78],"preliminary":[79],"audio/video":[80],"model.":[82],"This":[83],"is":[84],"achieved":[85],"by":[86,97],"augmenting":[87],"map":[90,95],"computed":[96],"synchronizing":[98],"low-level":[99],"features.":[103],"The":[104,123],"proposed":[105],"was":[107],"evaluated":[108],"using":[109],"different":[110],"criteria":[111],"against":[112],"eye":[113],"fixations":[114],"data":[115],"for":[116,153],"publicly":[118],"available":[119],"video":[120],"dataset":[121],"DIEM.":[122],"evaluation":[124],"results":[125],"show":[126],"outperforms":[130],"two":[131],"state-of-the-art":[132],"models.":[136],"Thus,":[137],"supporting":[138],"our":[139],"performs":[145],"comparison":[148],"natural":[154],"uncategorized":[155],"videos.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2023-02-15T00:00:00"}