{"id":"https://openalex.org/W1944180106","doi":"https://doi.org/10.1109/cvpr.2015.7299098","title":"Learning to look up: Realtime monocular gaze correction using machine learning","display_name":"Learning to look up: Realtime monocular gaze correction using machine learning","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1944180106","doi":"https://doi.org/10.1109/cvpr.2015.7299098","mag":"1944180106"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2015.7299098","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2015.7299098","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-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/A5024191745","display_name":"Daniil Kononenko","orcid":"https://orcid.org/0000-0002-6023-340X"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Daniil Kononenko","raw_affiliation_strings":["Skolkovo Institute of Science and Technology (Skoltech), Skolkovo, Moscow Region, Russia","Skolkovo Institute of Science and Technology (Skoltech), Novaya Street 100, Moscow Region, Russia"],"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Skoltech), Skolkovo, Moscow Region, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Skoltech), Novaya Street 100, Moscow Region, Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083458209","display_name":"Victor Lempitsky","orcid":"https://orcid.org/0000-0003-4118-710X"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Victor Lempitsky","raw_affiliation_strings":["Skolkovo Institute of Science and Technology (Skoltech), Skolkovo, Moscow Region, Russia","Skolkovo Institute of Science and Technology (Skoltech), Novaya Street 100, Moscow Region, Russia"],"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Skoltech), Skolkovo, Moscow Region, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Skoltech), Novaya Street 100, Moscow Region, Russia","institution_ids":["https://openalex.org/I125989756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024191745"],"corresponding_institution_ids":["https://openalex.org/I125989756"],"apc_list":null,"apc_paid":null,"fwci":3.8802,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.92955788,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4667","last_page":"4675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9987999796867371,"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":0.9987999796867371,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9986000061035156,"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/T11448","display_name":"Face recognition and analysis","score":0.9979000091552734,"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/laptop","display_name":"Laptop","score":0.8615185022354126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7910501956939697},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.7543041706085205},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6651232242584229},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6242342591285706},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5704184770584106},{"id":"https://openalex.org/keywords/monocular","display_name":"Monocular","score":0.5649459958076477},{"id":"https://openalex.org/keywords/videoconferencing","display_name":"Videoconferencing","score":0.5335854291915894},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.20511624217033386}],"concepts":[{"id":"https://openalex.org/C2780008327","wikidata":"https://www.wikidata.org/wiki/Q3962","display_name":"Laptop","level":2,"score":0.8615185022354126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7910501956939697},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7543041706085205},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6651232242584229},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6242342591285706},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5704184770584106},{"id":"https://openalex.org/C65909025","wikidata":"https://www.wikidata.org/wiki/Q1945033","display_name":"Monocular","level":2,"score":0.5649459958076477},{"id":"https://openalex.org/C22561748","wikidata":"https://www.wikidata.org/wiki/Q854954","display_name":"Videoconferencing","level":2,"score":0.5335854291915894},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.20511624217033386},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvpr.2015.7299098","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2015.7299098","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1502526986","https://openalex.org/W1984926644","https://openalex.org/W1988798713","https://openalex.org/W1989583129","https://openalex.org/W1998294030","https://openalex.org/W2000683961","https://openalex.org/W2023594478","https://openalex.org/W2036196300","https://openalex.org/W2038685445","https://openalex.org/W2042801185","https://openalex.org/W2047875689","https://openalex.org/W2082997166","https://openalex.org/W2087681821","https://openalex.org/W2115073780","https://openalex.org/W2119958126","https://openalex.org/W2120240539","https://openalex.org/W2129587342","https://openalex.org/W2131296063","https://openalex.org/W2135931458","https://openalex.org/W2140447468","https://openalex.org/W2145115810","https://openalex.org/W2157285372","https://openalex.org/W2179497767","https://openalex.org/W2911964244","https://openalex.org/W3147463375","https://openalex.org/W6671252320","https://openalex.org/W6679254347"],"related_works":["https://openalex.org/W3153292769","https://openalex.org/W2045444909","https://openalex.org/W1516398359","https://openalex.org/W1901656956","https://openalex.org/W2990805456","https://openalex.org/W2941659365","https://openalex.org/W4239210160","https://openalex.org/W2376300433","https://openalex.org/W4242605858","https://openalex.org/W2495255596"],"abstract_inverted_index":{"We":[0],"revisit":[1],"the":[2,30,33,49,56,61,64,68,76,82,124,140,153,157],"well-known":[3],"problem":[4,91],"of":[5,24,32,52,70,110,135,148,160,169],"gaze":[6,42,69,90],"correction":[7],"and":[8,151],"present":[9],"a":[10,37,53,71,111,132,136,146],"solution":[11],"based":[12,114],"on":[13,115,131,145,156],"supervised":[14],"machine":[15,117],"learning.":[16],"At":[17],"training":[18,83],"time,":[19],"our":[20,170],"system":[21,62,125,171],"observes":[22],"pairs":[23],"images,":[25],"where":[26],"each":[27],"pair":[28,54],"contains":[29],"face":[31],"same":[34,77],"person":[35,74],"with":[36],"fixed":[38],"angular":[39,78],"difference":[40,79],"in":[41,81,92,129],"direction.":[43],"It":[44],"then":[45],"learns":[46],"to":[47,66,89],"synthesize":[48],"second":[50],"image":[51],"from":[55,106],"first":[57],"one.":[58],"After":[59],"learning,":[60],"gets":[63],"ability":[65],"redirect":[67],"previously":[72],"unseen":[73],"by":[75],"as":[80,121],"set.":[84],"Unlike":[85],"many":[86],"previous":[87],"solutions":[88],"videoconferencing,":[93],"ours":[94],"is":[95,126],"purely":[96],"monocular,":[97],"i.e.":[98],"it":[99],"does":[100],"not":[101],"require":[102],"any":[103],"hardware":[104],"apart":[105],"an":[107],"in-built":[108],"web-camera":[109],"laptop.":[112],"Being":[113],"efficient":[116],"learning":[118],"predictors":[119],"such":[120],"decision":[122],"forests,":[123],"fast":[127],"(runs":[128],"real-time":[130],"single":[133],"core":[134],"modern":[137],"laptop).":[138],"In":[139],"paper,":[141],"we":[142],"demonstrate":[143],"results":[144],"variety":[147],"videoconferencing":[149],"frames":[150],"evaluate":[152],"method":[154],"quantitatively":[155],"hold-out":[158],"set":[159],"registered":[161],"images.":[162],"The":[163],"supplementary":[164],"video":[165],"shows":[166],"example":[167],"sessions":[168],"at":[172],"work.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
