{"id":"https://openalex.org/W2036111625","doi":"https://doi.org/10.1109/icmew.2013.6618258","title":"Multi-scale stochastic color texture models for skin region segmentation and gesture detection","display_name":"Multi-scale stochastic color texture models for skin region segmentation and gesture detection","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2036111625","doi":"https://doi.org/10.1109/icmew.2013.6618258","mag":"2036111625"},"language":"en","primary_location":{"id":"doi:10.1109/icmew.2013.6618258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmew.2013.6618258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)","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/A5047592278","display_name":"R. S. Medeiros","orcid":null},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"R. S. Medeiros","raw_affiliation_strings":["Instituto de Informatica, UFRGS, Porto Alegre, Rio Grande do Sul, Brazil","Inst. de Inf., UFRGS, Porto Alegre, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"Instituto de Informatica, UFRGS, Porto Alegre, Rio Grande do Sul, Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"Inst. de Inf., UFRGS, Porto Alegre, Brazil#TAB#","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059279422","display_name":"Jacob Scharcanski","orcid":"https://orcid.org/0000-0002-9223-4693"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"J. Scharcanski","raw_affiliation_strings":["Instituto de Informatica, UFRGS, Porto Alegre, Rio Grande do Sul, Brazil","Inst. de Inf., UFRGS, Porto Alegre, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"Instituto de Informatica, UFRGS, Porto Alegre, Rio Grande do Sul, Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"Inst. de Inf., UFRGS, Porto Alegre, Brazil#TAB#","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102920751","display_name":"Alexander Wong","orcid":"https://orcid.org/0000-0001-5729-5899"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A. Wong","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Waterloo, Canada","Dept. of Syst. Design Eng., U. of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Dept. of Syst. Design Eng., U. of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047592278"],"corresponding_institution_ids":["https://openalex.org/I130442723"],"apc_list":null,"apc_paid":null,"fwci":1.2298,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80088543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9948999881744385,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9837999939918518,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8139225244522095},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6915642619132996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.688971996307373},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6725022792816162},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5913960337638855},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5749756693840027},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5454885959625244},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.5349152684211731},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.4920360743999481},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.4854060113430023},{"id":"https://openalex.org/keywords/skin-color","display_name":"Skin color","score":0.43547195196151733},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25545215606689453}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8139225244522095},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6915642619132996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.688971996307373},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6725022792816162},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5913960337638855},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5749756693840027},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5454885959625244},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.5349152684211731},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.4920360743999481},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.4854060113430023},{"id":"https://openalex.org/C3019497199","wikidata":"https://www.wikidata.org/wiki/Q853516","display_name":"Skin color","level":2,"score":0.43547195196151733},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25545215606689453}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmew.2013.6618258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmew.2013.6618258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1981171262","https://openalex.org/W2024476192","https://openalex.org/W2030068711","https://openalex.org/W2071994156","https://openalex.org/W2078088780","https://openalex.org/W2106075360","https://openalex.org/W2114456429","https://openalex.org/W2119656522","https://openalex.org/W2152548630","https://openalex.org/W2154209944"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2537963312","https://openalex.org/W2537762514","https://openalex.org/W2349788282","https://openalex.org/W2044270176","https://openalex.org/W2374828682","https://openalex.org/W2153116791","https://openalex.org/W2388733570","https://openalex.org/W1980033651","https://openalex.org/W4230530180"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,10,27,34,45],"novel":[4],"method":[5],"for":[6,13,105],"skin":[7,19,31,67,70,77,96,107],"detection":[8],"as":[9],"pre-processing":[11],"step":[12],"(hand)":[14],"gesture":[15],"segmentation.":[16],"First,":[17],"the":[18,54,66],"color":[20,68,90],"and":[21,39,69,91,98],"texture":[22,56,71],"models":[23],"are":[24],"learnt":[25],"from":[26,58,95,108],"training":[28],"set":[29],"of":[30],"images,":[32],"where":[33],"Gaussian":[35],"Mixture":[36],"Model":[37],"(GMM)":[38],"texton":[40],"dictionary":[41],"is":[42,50,62],"constructed.":[43],"Then,":[44],"stochastic":[46],"region":[47],"merging":[48],"strategy":[49],"used":[51],"to":[52],"segment":[53,61],"image":[55],"regions,":[57],"which":[59],"each":[60],"classified":[63],"based":[64],"on":[65],"models.":[72],"Compared":[73],"with":[74],"other":[75,109],"state-of-the-art":[76],"segmentation":[78],"techniques,":[79],"our":[80,85],"experimental":[81],"results":[82],"suggest":[83],"that":[84],"approach":[86],"can":[87],"handle":[88],"better":[89],"illumination":[92],"variations":[93],"arising":[94],"tone":[97],"pose":[99],"changes,":[100],"while":[101],"keeping":[102],"its":[103],"ability":[104],"discriminating":[106],"highly":[110],"textured":[111],"background":[112],"materials.":[113]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
