{"id":"https://openalex.org/W4404629025","doi":"https://doi.org/10.1109/ipta62886.2024.10755884","title":"Deep Learning for Automated Localization of Gaze Points and Climbing Holds","display_name":"Deep Learning for Automated Localization of Gaze Points and Climbing Holds","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4404629025","doi":"https://doi.org/10.1109/ipta62886.2024.10755884"},"language":"en","primary_location":{"id":"doi:10.1109/ipta62886.2024.10755884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipta62886.2024.10755884","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Thirteenth International Conference on Image Processing Theory, Tools and Applications (IPTA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5114755100","display_name":"William Pantry","orcid":null},"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/I194210350","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Ing\u00e9nieurs de Caen","ror":"https://ror.org/01fpqqe90","country_code":"FR","type":"education","lineage":["https://openalex.org/I194210350","https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210139483","display_name":"GREYC","ror":"https://ror.org/043749971","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I194210350","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210139483","https://openalex.org/I4210159245","https://openalex.org/I98702875"]},{"id":"https://openalex.org/I98702875","display_name":"Universit\u00e9 de Caen Normandie","ror":"https://ror.org/051kpcy16","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I98702875"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"William Pantry","raw_affiliation_strings":["Normandie Univ, UNICAEN, ENSICAEN CNRS, GREYC,Caen,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Normandie Univ, UNICAEN, ENSICAEN CNRS, GREYC,Caen,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I194210350","https://openalex.org/I98702875","https://openalex.org/I4210139483","https://openalex.org/I4210105918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091264220","display_name":"Tan\u2013Nhu Nguyen","orcid":"https://orcid.org/0000-0003-3343-0886"},"institutions":[{"id":"https://openalex.org/I4210142079","display_name":"Eastern International University","ror":"https://ror.org/03gvjya19","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142079"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tan\u2013Nhu Nguyen","raw_affiliation_strings":["Eastern International University,Thu Dau Mot City,Binh Duong Province,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eastern International University,Thu Dau Mot City,Binh Duong Province,Vietnam","institution_ids":["https://openalex.org/I4210142079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000409877","display_name":"Ludovic Seifert","orcid":"https://orcid.org/0000-0003-1712-5013"},"institutions":[{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ludovic Seifert","raw_affiliation_strings":["University of Rouen Normandy,CETAPS EA3832 Laboratory,Rouen,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rouen Normandy,CETAPS EA3832 Laboratory,Rouen,France","institution_ids":["https://openalex.org/I62396329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059259592","display_name":"Guillaume Hacques","orcid":"https://orcid.org/0000-0002-9760-6556"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guillaume Hacques","raw_affiliation_strings":["CETAPS EA3832 Laboratory,dept. name of organization (of Aff.),Rouen,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CETAPS EA3832 Laboratory,dept. name of organization (of Aff.),Rouen,France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114755101","display_name":"Alexandre Perier","orcid":null},"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/I194210350","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Ing\u00e9nieurs de Caen","ror":"https://ror.org/01fpqqe90","country_code":"FR","type":"education","lineage":["https://openalex.org/I194210350","https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210139483","display_name":"GREYC","ror":"https://ror.org/043749971","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I194210350","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210139483","https://openalex.org/I4210159245","https://openalex.org/I98702875"]},{"id":"https://openalex.org/I98702875","display_name":"Universit\u00e9 de Caen Normandie","ror":"https://ror.org/051kpcy16","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I98702875"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre Perier","raw_affiliation_strings":["Normandie Univ, UNICAEN, ENSICAEN CNRS, GREYC,Caen,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Normandie Univ, UNICAEN, ENSICAEN CNRS, GREYC,Caen,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I194210350","https://openalex.org/I98702875","https://openalex.org/I4210139483","https://openalex.org/I4210105918"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045795531","display_name":"Youssef Chahir","orcid":"https://orcid.org/0000-0002-1417-5317"},"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/I194210350","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Ing\u00e9nieurs de Caen","ror":"https://ror.org/01fpqqe90","country_code":"FR","type":"education","lineage":["https://openalex.org/I194210350","https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210139483","display_name":"GREYC","ror":"https://ror.org/043749971","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I194210350","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210139483","https://openalex.org/I4210159245","https://openalex.org/I98702875"]},{"id":"https://openalex.org/I98702875","display_name":"Universit\u00e9 de Caen Normandie","ror":"https://ror.org/051kpcy16","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I98702875"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Youssef Chahir","raw_affiliation_strings":["Normandie Univ, UNICAEN, ENSICAEN CNRS, GREYC,Caen,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Normandie Univ, UNICAEN, ENSICAEN CNRS, GREYC,Caen,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I194210350","https://openalex.org/I98702875","https://openalex.org/I4210139483","https://openalex.org/I4210105918"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9998999834060669,"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":0.9998999834060669,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9959999918937683,"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/T10653","display_name":"Robot Manipulation and Learning","score":0.9606000185012817,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/gaze","display_name":"Gaze","score":0.8316075205802917},{"id":"https://openalex.org/keywords/climbing","display_name":"Climbing","score":0.7195788025856018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6745671629905701},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6744453310966492},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5921945571899414},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.471264123916626},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46629849076271057},{"id":"https://openalex.org/keywords/hill-climbing","display_name":"Hill climbing","score":0.4292207360267639},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3850422203540802},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13612475991249084}],"concepts":[{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.8316075205802917},{"id":"https://openalex.org/C95038775","wikidata":"https://www.wikidata.org/wiki/Q22857","display_name":"Climbing","level":2,"score":0.7195788025856018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6745671629905701},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6744453310966492},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5921945571899414},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.471264123916626},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46629849076271057},{"id":"https://openalex.org/C135450995","wikidata":"https://www.wikidata.org/wiki/Q820272","display_name":"Hill climbing","level":2,"score":0.4292207360267639},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3850422203540802},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13612475991249084},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ipta62886.2024.10755884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipta62886.2024.10755884","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Thirteenth International Conference on Image Processing Theory, Tools and Applications (IPTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05110360v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05110360","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":"2024 IEEE Thirteenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Oct 2024, Rabat, France. pp.01-06, &#x27E8;10.1109/IPTA62886.2024.10755884&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1158617192","display_name":"Dynamics of Learning: Behaviour and Lived Experiences. The role of exploratory strategies","funder_award_id":"ANR-17-CE38-0006","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1854611070","https://openalex.org/W1965305672","https://openalex.org/W2012970160","https://openalex.org/W2120621249","https://openalex.org/W2339774804","https://openalex.org/W2800510065","https://openalex.org/W2905459027","https://openalex.org/W2910121883","https://openalex.org/W2944659700","https://openalex.org/W2947711405","https://openalex.org/W3018757597","https://openalex.org/W3043944662","https://openalex.org/W3086583298","https://openalex.org/W3096423981","https://openalex.org/W3100321043","https://openalex.org/W3159196909","https://openalex.org/W3195997474","https://openalex.org/W4221138654","https://openalex.org/W4285107038","https://openalex.org/W4288045821","https://openalex.org/W6762415131","https://openalex.org/W6777046832","https://openalex.org/W6780945792"],"related_works":["https://openalex.org/W643038845","https://openalex.org/W2143761673","https://openalex.org/W2521924929","https://openalex.org/W2392978157","https://openalex.org/W2364780071","https://openalex.org/W4313245278","https://openalex.org/W4317738234","https://openalex.org/W3156781616","https://openalex.org/W2020542318","https://openalex.org/W2911040758"],"abstract_inverted_index":{"Points":[0],"of":[1,14,113],"gaze":[2,138],"(PoGs)":[3],"and":[4,17,42,51,67,72,87,95,144],"motor":[5],"behaviors":[6],"impact":[7],"sport":[8,150],"climbing":[9,18,99,142],"performance.":[10],"A":[11,45,63],"large":[12],"dataset":[13],"global":[15,33,40,61,93],"PoGs":[16,50,71,94],"holds":[19],"(CHs)":[20],"is":[21],"needed.":[22],"Recent":[23],"eye-tracking":[24,47],"devices":[25],"capture":[26],"only":[27],"local":[28],"views,":[29],"leading":[30],"to":[31,38,60],"time-consuming":[32],"localization.":[34],"This":[35],"study":[36],"aims":[37],"automate":[39],"PoG":[41,118],"CH":[43,101],"computation.":[44],"wireless":[46],"device":[48],"records":[49],"CHs":[52,73,96],"during":[53],"climbs.":[54],"Artificial":[55],"landmarks":[56],"aid":[57],"in":[58],"mapping":[59],"space.":[62],"CNN-based":[64],"framework":[65,91],"detects":[66],"classifies":[68],"landmarks.":[69],"Local":[70],"are":[74],"transformed":[75],"globally":[76],"using":[77],"a":[78,146],"homography":[79],"transform.":[80],"Cross-validation":[81],"assessed":[82],"the":[83],"method's":[84],"success":[85,102,119],"rates":[86,103,120],"accuracies.":[88],"The":[89,134],"optimal":[90],"computed":[92],"for":[97,149],"2,460":[98],"cases.":[100],"were":[104,121],"80.90%":[105],"\u00b1":[106,115,123,131],"13.98%,":[107],"with":[108],"mean":[109],"Euclidean":[110],"distance":[111],"errors":[112],"0.0239":[114],"0.0216":[116],"m.":[117],"80.79%":[122],"10.74%.":[124],"Processing":[125],"time":[126],"per":[127],"frame":[128],"averaged":[129],"115.14":[130],"6.80":[132],"ms.":[133],"datasets":[135],"will":[136],"analyze":[137],"behaviors'":[139],"effects":[140],"on":[141],"outcomes":[143],"inform":[145],"decision-support":[147],"system":[148],"climbing.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
