{"id":"https://openalex.org/W2403224368","doi":"https://doi.org/10.5220/0005306601210129","title":"Semi-automatic Hand Detection - A Case Study on Real Life Mobile Eye-tracker Data","display_name":"Semi-automatic Hand Detection - A Case Study on Real Life Mobile Eye-tracker Data","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2403224368","doi":"https://doi.org/10.5220/0005306601210129","mag":"2403224368"},"language":"en","primary_location":{"id":"doi:10.5220/0005306601210129","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005306601210129","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Computer Vision Theory and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005306601210129","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085831281","display_name":"Stijn De Beugher","orcid":"https://orcid.org/0000-0002-9385-3314"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Stijn De Beugher","raw_affiliation_strings":["KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072945042","display_name":"Geert Br\u00f4ne","orcid":"https://orcid.org/0000-0002-4725-7933"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Geert Br\u00f4ne","raw_affiliation_strings":["KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057957125","display_name":"Toon Goedem\u00e9","orcid":"https://orcid.org/0000-0002-7477-8961"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Toon Goedem\u00e9","raw_affiliation_strings":["KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085831281"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":1.6638,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85517365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9988999962806702,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8771410584449768},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7313151955604553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7130498886108398},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5568895936012268},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.547797441482544},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5030762553215027},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.44877493381500244},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3206677734851837}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8771410584449768},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7313151955604553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7130498886108398},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5568895936012268},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.547797441482544},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5030762553215027},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.44877493381500244},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3206677734851837},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0005306601210129","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005306601210129","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Computer Vision Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/492206","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/492206","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"International Conference on Computer Vision Theory and Applications, Berlin, Germany, 11-14 March 2015","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.5220/0005306601210129","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005306601210129","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Computer Vision Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"No poverty","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W59873036","https://openalex.org/W255620588","https://openalex.org/W257477390","https://openalex.org/W848906622","https://openalex.org/W1574719918","https://openalex.org/W1907588860","https://openalex.org/W1994529670","https://openalex.org/W2000761799","https://openalex.org/W2011646101","https://openalex.org/W2022215984","https://openalex.org/W2050507813","https://openalex.org/W2074587583","https://openalex.org/W2097299079","https://openalex.org/W2102564687","https://openalex.org/W2105934661","https://openalex.org/W2113228424","https://openalex.org/W2114663654","https://openalex.org/W2161863481","https://openalex.org/W2161969291","https://openalex.org/W2164598857","https://openalex.org/W2168356304","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2537963312","https://openalex.org/W2537762514","https://openalex.org/W2349788282","https://openalex.org/W577271088","https://openalex.org/W2120801881","https://openalex.org/W1982853263","https://openalex.org/W1974473538","https://openalex.org/W2020010749","https://openalex.org/W2796116650"],"abstract_inverted_index":{"In":[0],"this":[1,109,177],"paper":[2,110],"we":[3,39,46,64,180],"present":[4,65,169],"a":[5,41,66,83,100,148,170],"highly":[6],"accurate":[7],"algorithm":[8],"for":[9,138],"the":[10,23,97,113,123,161],"detection":[11,29,42,51,71,92],"of":[12,22,99,103,115,118,126,132,156,163],"human":[13],"hands":[14],"in":[15,44,86],"real-life":[16],"2D":[17],"image":[18],"sequences.":[19],"Current":[20],"state":[21],"art":[24],"algorithms":[25],"show":[26],"relatively":[27],"poor":[28],"accuracy":[30],"results":[31],"on":[32,112,144,176],"unconstrained,":[33],"challenging":[34],"images.":[35],"To":[36],"overcome":[37],"this,":[38],"introduce":[40],"scheme":[43],"which":[45,146,179],"combine":[47],"several":[48],"well":[49],"known":[50],"techniques":[52],"combined":[53],"with":[54,76,122],"an":[55,90,107],"advanced":[56],"elimination":[57],"mechanism":[58],"to":[59,74],"reduce":[60],"false":[61],"detections.":[62],"Furthermore":[63],"novel":[67],"(semi-)automatic":[68],"framework":[69],"achieving":[70],"rates":[72],"up":[73],"100%,":[75],"only":[77],"minimal":[78],"manual":[79,104,164],"input.":[80],"This":[81,130],"is":[82,94,134,147],"useful":[84],"tool":[85],"supervised":[87],"applications":[88],"where":[89],"error-free":[91],"result":[93],"required":[95],"at":[96],"cost":[98],"limited":[101],"amount":[102,162],"effort.":[105],"As":[106],"application,":[108],"focuses":[111],"analysis":[114,165],"video":[116],"data":[117,133],"human-human":[119],"interaction,":[120],"collected":[121],"scene":[124],"camera":[125],"mobile":[127],"eye-tracking":[128],"glasses.":[129],"type":[131],"typically":[135],"annotated":[136,173],"manually":[137],"relevant":[139],"features":[140],"(e.g.":[141],"visual":[142],"fixations":[143],"gestures),":[145],"time-consuming,":[149],"tedious":[150],"and":[151],"error-prone":[152],"task.":[153],"The":[154],"usage":[155],"our":[157],"semi-automatic":[158],"approach":[159],"reduces":[160],"dramatically.":[166],"We":[167],"also":[168],"new":[171],"fully":[172],"benchmark":[174],"dataset":[175],"application":[178],"made":[181],"publicly":[182],"available.":[183]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}