{"id":"https://openalex.org/W3121143616","doi":"https://doi.org/10.1145/3428690.3429174","title":"Functional gaze prediction in egocentric video","display_name":"Functional gaze prediction in egocentric video","publication_year":2020,"publication_date":"2020-11-30","ids":{"openalex":"https://openalex.org/W3121143616","doi":"https://doi.org/10.1145/3428690.3429174","mag":"3121143616"},"language":"en","primary_location":{"id":"doi:10.1145/3428690.3429174","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3428690.3429174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Advances in Mobile Computing &amp; Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.aalto.fi/en/publications/2ef24d42-e5bc-4b66-ba1e-9ee00cdb5b19","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076216674","display_name":"Si\u2010Ahmed Naas","orcid":"https://orcid.org/0000-0002-4019-938X"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Si-Ahmed Naas","raw_affiliation_strings":["Aalto University, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035909015","display_name":"Xiaolan Jiang","orcid":"https://orcid.org/0000-0002-6345-3547"},"institutions":[{"id":"https://openalex.org/I200475212","display_name":"The Graduate University for Advanced Studies, SOKENDAI","ror":"https://ror.org/0516ah480","country_code":"JP","type":"education","lineage":["https://openalex.org/I200475212"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xiaolan Jiang","raw_affiliation_strings":["The Graduate University for Advanced Studies, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Graduate University for Advanced Studies, Japan","institution_ids":["https://openalex.org/I200475212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045150110","display_name":"Stephan Sigg","orcid":"https://orcid.org/0000-0001-6118-3355"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Stephan Sigg","raw_affiliation_strings":["Aalto University, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037098061","display_name":"Yusheng Ji","orcid":"https://orcid.org/0000-0003-4364-8491"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusheng Ji","raw_affiliation_strings":["National Institute of Informatics, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Japan","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"40","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.9994999766349792,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.8502126932144165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8339259028434753},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7407527565956116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7313605546951294},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6198580861091614},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.4786418676376343},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.4652610123157501},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4644937813282013},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.44219210743904114},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2620549201965332}],"concepts":[{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.8502126932144165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8339259028434753},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7407527565956116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7313605546951294},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6198580861091614},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.4786418676376343},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.4652610123157501},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4644937813282013},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.44219210743904114},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2620549201965332}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3428690.3429174","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3428690.3429174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Advances in Mobile Computing &amp; Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/103392","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/2ef24d42-e5bc-4b66-ba1e-9ee00cdb5b19","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/103392","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/2ef24d42-e5bc-4b66-ba1e-9ee00cdb5b19","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1844401294","https://openalex.org/W1910566948","https://openalex.org/W1948664808","https://openalex.org/W1978479866","https://openalex.org/W1994658111","https://openalex.org/W2025302737","https://openalex.org/W2025558225","https://openalex.org/W2041719651","https://openalex.org/W2047275730","https://openalex.org/W2062324405","https://openalex.org/W2106229755","https://openalex.org/W2106999447","https://openalex.org/W2123218386","https://openalex.org/W2128272608","https://openalex.org/W2135957164","https://openalex.org/W2136668269","https://openalex.org/W2140654078","https://openalex.org/W2145227859","https://openalex.org/W2155657573","https://openalex.org/W2158983298","https://openalex.org/W2165605600","https://openalex.org/W2166694921","https://openalex.org/W2169624851","https://openalex.org/W2184540135","https://openalex.org/W2288514685","https://openalex.org/W2295235733","https://openalex.org/W2417429787","https://openalex.org/W2560474170","https://openalex.org/W2561270043","https://openalex.org/W2566001591","https://openalex.org/W2741156154","https://openalex.org/W2746424678","https://openalex.org/W2799064164","https://openalex.org/W2801448729","https://openalex.org/W2810323393","https://openalex.org/W2888604433","https://openalex.org/W2894433286","https://openalex.org/W2939489045","https://openalex.org/W2947812513","https://openalex.org/W2963339238","https://openalex.org/W2963439135","https://openalex.org/W2963474899","https://openalex.org/W2963503775","https://openalex.org/W2966997227","https://openalex.org/W2968220058","https://openalex.org/W2997960328","https://openalex.org/W3005758474","https://openalex.org/W3035330334"],"related_works":["https://openalex.org/W1880689012","https://openalex.org/W3014378845","https://openalex.org/W4240909707","https://openalex.org/W2059546927","https://openalex.org/W1986970529","https://openalex.org/W4386072035","https://openalex.org/W2947492009","https://openalex.org/W1563178652","https://openalex.org/W3207760378","https://openalex.org/W2963556443"],"abstract_inverted_index":{"Streaming":[0],"360\u00b0":[1],"videos":[2],"to":[3,12,24],"a":[4,52,64,102,114],"head-mounted":[5],"display":[6],"(HMD)":[7],"client":[8],"is":[9,22,47],"challenging":[10],"due":[11,23],"their":[13],"high":[14],"network":[15,105],"resource":[16],"consumption":[17],"and":[18,80,93,133],"computational":[19,131],"load.":[20],"This":[21],"the":[25,36],"use":[26],"of":[27,38,96,130],"gaze":[28,54,68,72,108,135],"point":[29,73],"prediction":[30,55,74],"or":[31],"image":[32,91],"saliency":[33,94],"features":[34],"from":[35],"field":[37],"view":[39],"(FoV)":[40],"since,":[41],"in":[42,128],"real-time":[43],"scenarios,":[44],"FoV":[45],"extraction":[46],"computationally":[48],"demanding.":[49],"We":[50,70],"propose":[51],"functional":[53],"system":[56],"that":[57],"addresses":[58],"these":[59],"issues":[60],"by":[61],"relying":[62],"on":[63,75],"tiling":[65],"scheme":[66],"for":[67],"prediction.":[69],"condition":[71],"virtual":[76],"reality":[77],"(VR)":[78],"content":[79],"long":[81],"short-term":[82],"memory":[83],"(LSTM)-encoded":[84],"eye":[85],"movement":[86],"history.":[87],"Further,":[88],"we":[89],"encode":[90],"flow":[92],"maps":[95],"RGB":[97],"images":[98],"via":[99],"VGG16,":[100],"using":[101,113],"convolutional":[103],"neural":[104],"(CNN).":[106],"Future":[107],"points":[109],"are":[110],"then":[111],"predicted":[112,134],"novel":[115],"sinusoidal":[116],"encoding":[117],"technique.":[118],"In":[119],"experiments,":[120],"our":[121],"tile-based":[122],"approach":[123],"outperforms":[124],"state-of-the-art":[125],"FoV-based":[126],"schemes":[127],"terms":[129],"load":[132],"position.":[136]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
