{"id":"https://openalex.org/W3008133446","doi":"https://doi.org/10.1109/iscas45731.2020.9181229","title":"Extending 2D Saliency Models for Head Movement Prediction in 360-Degree Images using CNN-Based Fusion","display_name":"Extending 2D Saliency Models for Head Movement Prediction in 360-Degree Images using CNN-Based Fusion","publication_year":2020,"publication_date":"2020-09-29","ids":{"openalex":"https://openalex.org/W3008133446","doi":"https://doi.org/10.1109/iscas45731.2020.9181229","mag":"3008133446"},"language":"en","primary_location":{"id":"doi:10.1109/iscas45731.2020.9181229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9181229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2002.09196","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080793436","display_name":"Ibrahim Djemai","orcid":"https://orcid.org/0000-0001-8198-7588"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I28221208","display_name":"Institut National des Sciences Appliqu\u00e9es de Rennes","ror":"https://ror.org/04xaa4j22","country_code":"FR","type":"education","lineage":["https://openalex.org/I28221208"]},{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ibrahim Djemai","raw_affiliation_strings":["National Institute of Telecommunications and ICT, Oran, Algeria; Univ. Rennes, INSA Rennes, CNRS, IETR − UMR 6164, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications and ICT, Oran, Algeria; Univ. Rennes, INSA Rennes, CNRS, IETR − UMR 6164, Rennes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210100151","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055759473","display_name":"Sid Ahmed Fezza","orcid":"https://orcid.org/0000-0001-6453-8588"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I28221208","display_name":"Institut National des Sciences Appliqu\u00e9es de Rennes","ror":"https://ror.org/04xaa4j22","country_code":"FR","type":"education","lineage":["https://openalex.org/I28221208"]},{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sid Ahmed Fezza","raw_affiliation_strings":["Univ. Rennes, INSA Rennes, CNRS, IETR − UMR 6164, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Rennes, INSA Rennes, CNRS, IETR − UMR 6164, Rennes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210100151","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084205574","display_name":"Wassim Hamidouche","orcid":"https://orcid.org/0000-0002-0143-1756"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I28221208","display_name":"Institut National des Sciences Appliqu\u00e9es de Rennes","ror":"https://ror.org/04xaa4j22","country_code":"FR","type":"education","lineage":["https://openalex.org/I28221208"]},{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Wassim Hamidouche","raw_affiliation_strings":["Univ. Rennes, INSA Rennes, CNRS, IETR − UMR 6164, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Rennes, INSA Rennes, CNRS, IETR − UMR 6164, Rennes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210100151","https://openalex.org/I56067802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031377954","display_name":"Olivier D\u00e9forges","orcid":"https://orcid.org/0000-0003-0750-0959"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I28221208","display_name":"Institut National des Sciences Appliqu\u00e9es de Rennes","ror":"https://ror.org/04xaa4j22","country_code":"FR","type":"education","lineage":["https://openalex.org/I28221208"]},{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier D\u00e9forges","raw_affiliation_strings":["Univ. Rennes, INSA Rennes, CNRS, IETR − UMR 6164, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Rennes, INSA Rennes, CNRS, IETR − UMR 6164, Rennes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210100151","https://openalex.org/I56067802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9775000214576721,"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":0.8370025157928467},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7501626014709473},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.6555246710777283},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5566598773002625},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5522444844245911},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5347169041633606},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5108751654624939},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4933253824710846},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47698336839675903},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4275185465812683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8370025157928467},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7501626014709473},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.6555246710777283},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5566598773002625},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5522444844245911},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5347169041633606},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5108751654624939},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4933253824710846},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47698336839675903},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4275185465812683},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iscas45731.2020.9181229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9181229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2002.09196","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.09196","pdf_url":"https://arxiv.org/pdf/2002.09196","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2002.09196","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.09196","pdf_url":"https://arxiv.org/pdf/2002.09196","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"No poverty","id":"https://metadata.un.org/sdg/1","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2017245158","https://openalex.org/W2037328649","https://openalex.org/W2135957164","https://openalex.org/W2138046011","https://openalex.org/W2583180462","https://openalex.org/W2596954664","https://openalex.org/W2622036627","https://openalex.org/W2731833015","https://openalex.org/W2765286502","https://openalex.org/W2781643939","https://openalex.org/W2791826171","https://openalex.org/W2794211846","https://openalex.org/W2794956947","https://openalex.org/W2795350989","https://openalex.org/W2796010929","https://openalex.org/W2803485280","https://openalex.org/W2883470750","https://openalex.org/W2886299877","https://openalex.org/W2890258603","https://openalex.org/W2895640967","https://openalex.org/W2902009049","https://openalex.org/W2943763296","https://openalex.org/W2944195984","https://openalex.org/W2962716998","https://openalex.org/W2964121744","https://openalex.org/W2999222884","https://openalex.org/W3022565501","https://openalex.org/W3084413476","https://openalex.org/W6631190155","https://openalex.org/W6659689191","https://openalex.org/W6680437723","https://openalex.org/W6732940373","https://openalex.org/W6735643994","https://openalex.org/W6762221960","https://openalex.org/W6765842568","https://openalex.org/W6777463027"],"related_works":["https://openalex.org/W2399035783","https://openalex.org/W3161230432","https://openalex.org/W4293226380","https://openalex.org/W4367190712","https://openalex.org/W2085033728","https://openalex.org/W2168900540","https://openalex.org/W4285411112","https://openalex.org/W1487201914","https://openalex.org/W2171299904","https://openalex.org/W4301429470"],"abstract_inverted_index":{"Saliency":[0],"prediction":[1,28,68,88,111,128],"can":[2],"be":[3],"of":[4,65,116,137,144],"great":[5],"benefit":[6],"for":[7,30,82],"360-degree":[8,31,42,71,91],"image/video":[9],"applications,":[10],"including":[11],"compression,":[12],"streaming,":[13],"rendering":[14],"and":[15,59,130],"viewpoint":[16],"guidance.":[17],"It":[18],"is":[19,37],"therefore":[20],"quite":[21],"natural":[22],"to":[23,39,44,70,90,141],"adapt":[24],"the":[25,41,48,62,114,131,135,142],"2D":[26,45,66,86,126],"saliency":[27,67,87,110,127],"methods":[29],"images.":[32,92],"To":[33],"achieve":[34],"this,":[35],"it":[36],"necessary":[38],"project":[40],"image":[43],"plane.":[46],"However,":[47],"existing":[49],"projection":[50],"techniques":[51],"introduce":[52],"different":[53],"distortions,":[54],"which":[55],"provides":[56,107],"poor":[57],"results":[58,133],"makes":[60],"inefficient":[61],"direct":[63],"application":[64],"models":[69],"content.":[72],"Consequently,":[73],"in":[74],"this":[75],"paper,":[76],"we":[77],"propose":[78],"a":[79,98],"new":[80],"framework":[81,95,120],"effectively":[83],"applying":[84],"any":[85],"method":[89],"The":[93,118],"proposed":[94,119],"particularly":[96],"includes":[97],"novel":[99],"convolutional":[100],"neural":[101],"network":[102],"based":[103],"fusion":[104,150],"approach":[105,139],"that":[106],"more":[108],"accurate":[109],"while":[112],"avoiding":[113],"introduction":[115],"distortions.":[117],"has":[121],"been":[122],"evaluated":[123],"with":[124],"five":[125],"methods,":[129],"experimental":[132],"showed":[134],"superiority":[136],"our":[138],"compared":[140],"use":[143],"weighted":[145],"sum":[146],"or":[147],"pixel-wise":[148],"maximum":[149],"methods.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}