{"id":"https://openalex.org/W2808570645","doi":"https://doi.org/10.1145/3206025.3206073","title":"Perceptually-guided Understanding of Egocentric Video Content","display_name":"Perceptually-guided Understanding of Egocentric Video Content","publication_year":2018,"publication_date":"2018-06-05","ids":{"openalex":"https://openalex.org/W2808570645","doi":"https://doi.org/10.1145/3206025.3206073","mag":"2808570645"},"language":"en","primary_location":{"id":"doi:10.1145/3206025.3206073","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3206025.3206073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"preprint","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/A5016179376","display_name":"Iv\u00e1n Gonz\u00e1lez-D\u00edaz","orcid":"https://orcid.org/0000-0003-4644-8479"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Iv\u00e1n Gonz\u00e1lez-D\u00edaz","raw_affiliation_strings":["Universidad Carlos III de Madrid, Legan\u00e9s, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Legan\u00e9s, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089758511","display_name":"Jenny Benois\u2010Pineau","orcid":"https://orcid.org/0000-0003-0659-8894"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jenny Benois-Pineau","raw_affiliation_strings":["Universit\u00e9 de Bordeaux, Bordeaux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079552054","display_name":"Jean\u2010Philippe Domenger","orcid":"https://orcid.org/0000-0001-5398-9340"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Philippe Domenger","raw_affiliation_strings":["Universit\u00e9 de Bordeaux, Bordeaux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I15057530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068551141","display_name":"Aymar de Rugy","orcid":"https://orcid.org/0000-0001-5645-3680"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aymar de Rugy","raw_affiliation_strings":["Universit\u00e8 de Bordeaux, Bordeaux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e8 de Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I15057530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5069,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73482607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"434","last_page":"441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9983999729156494,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9983000159263611,"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":0.7944583296775818},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.7777934074401855},{"id":"https://openalex.org/keywords/fixation","display_name":"Fixation (population genetics)","score":0.5987260341644287},{"id":"https://openalex.org/keywords/visual-search","display_name":"Visual search","score":0.5826092958450317},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5797961354255676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5756005644798279},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5745357871055603},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5345641374588013},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5270595550537109},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.45676493644714355},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3841339349746704},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08425426483154297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06374141573905945}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7944583296775818},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7777934074401855},{"id":"https://openalex.org/C146249460","wikidata":"https://www.wikidata.org/wiki/Q2914991","display_name":"Fixation (population genetics)","level":3,"score":0.5987260341644287},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.5826092958450317},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5797961354255676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5756005644798279},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5745357871055603},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5345641374588013},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5270595550537109},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.45676493644714355},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3841339349746704},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08425426483154297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06374141573905945},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3206025.3206073","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3206025.3206073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01898487v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01898487","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 ACM International Conference on Multimedia Retrieval","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1783315696","https://openalex.org/W1934621328","https://openalex.org/W2076957974","https://openalex.org/W2221898772","https://openalex.org/W2603519109","https://openalex.org/W2613162064","https://openalex.org/W2619889408","https://openalex.org/W2728595794","https://openalex.org/W2913059114"],"related_works":["https://openalex.org/W1880689012","https://openalex.org/W3014378845","https://openalex.org/W4240909707","https://openalex.org/W2059546927","https://openalex.org/W3207760378","https://openalex.org/W4386072035","https://openalex.org/W2562758970","https://openalex.org/W2765261366","https://openalex.org/W4311735607","https://openalex.org/W4377007848"],"abstract_inverted_index":{"Incorporating":[0],"user":[1,29],"perception":[2],"into":[3],"visual":[4,37,58],"content":[5],"search":[6],"and":[7,93],"understanding":[8],"tasks":[9],"has":[10],"become":[11],"one":[12],"of":[13,24,43,80],"the":[14,22,40,50,78,88,108],"major":[15],"trends":[16],"in":[17,39,99],"multimedia":[18],"retrieval.":[19],"We":[20],"tackle":[21],"problem":[23],"object":[25,51,79,89],"recognition":[26],"guided":[27],"by":[28,33],"perception,":[30],"as":[31],"indicated":[32],"his":[34],"gaze":[35,61,72],"during":[36],"exploration,":[38],"application":[41],"domain":[42],"assistance":[44],"to":[45,52,66,77,90],"upper-limb":[46],"amputees.":[47],"Although":[48],"selecting":[49],"be":[53,91],"grasped":[54],"represents":[55],"a":[56,95,118,133],"task-driven":[57],"search,":[59],"human":[60],"recordings":[62],"are":[63],"noisy":[64],"due":[65],"several":[67],"physiological":[68],"factors.":[69],"Hence,":[70],"since":[71],"does":[73],"not":[74],"always":[75],"point":[76],"interest,":[81],"we":[82],"use":[83],"video-level":[84,96],"weak":[85,97],"annotations":[86],"indicating":[87],"grasped,":[92],"propose":[94],"loss":[98],"classification":[100],"with":[101,124],"Deep":[102],"CNNs.":[103],"Our":[104],"results":[105],"show":[106],"that":[107],"method":[109],"achieves":[110],"notably":[111],"better":[112],"performance":[113,126],"than":[114],"other":[115],"approaches":[116],"over":[117],"complex":[119],"real-life":[120],"dataset":[121],"specifically":[122],"recorded,":[123],"optimal":[125],"for":[127],"fixation":[128],"times":[129],"around":[130],"400-800ms,":[131],"producing":[132],"minimal":[134],"impact":[135],"on":[136],"subjects'":[137],"behavior.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}