{"id":"https://openalex.org/W2134574424","doi":"https://doi.org/10.1109/cvpr.2003.1211501","title":"Using multiple cues for hand tracking and model refinement","display_name":"Using multiple cues for hand tracking and model refinement","publication_year":2003,"publication_date":"2003-12-22","ids":{"openalex":"https://openalex.org/W2134574424","doi":"https://doi.org/10.1109/cvpr.2003.1211501","mag":"2134574424"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2003.1211501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2003.1211501","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings.","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/A5065716197","display_name":"Shan Lu","orcid":"https://orcid.org/0000-0002-8263-8598"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shan Lu","raw_affiliation_strings":["CS Department, Rutgers University, Piscataway, NJ, USA","Rutgers University , Piscataway, NJ , USA ,"],"affiliations":[{"raw_affiliation_string":"CS Department, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]},{"raw_affiliation_string":"Rutgers University , Piscataway, NJ , USA ,","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109579322","display_name":"D. Metaxas","orcid":"https://orcid.org/0000-0003-1423-4062"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Metaxas","raw_affiliation_strings":["CS Department, Rutgers University, Piscataway, NJ, USA","Rutgers University , Piscataway, NJ , USA ,"],"affiliations":[{"raw_affiliation_string":"CS Department, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]},{"raw_affiliation_string":"Rutgers University , Piscataway, NJ , USA ,","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076307452","display_name":"Dimitris Samaras","orcid":"https://orcid.org/0000-0002-1373-0294"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Samaras","raw_affiliation_strings":["CS Department, SUNY at Stony Brook, Stony Brook, NY, USA","Stony Brook University"],"affiliations":[{"raw_affiliation_string":"CS Department, SUNY at Stony Brook, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]},{"raw_affiliation_string":"Stony Brook University","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020060400","display_name":"J. Oliensis","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Oliensis","raw_affiliation_strings":["CS Department, Stevens Institute of Technology, Hoboken, NJ, USA","Stevens Inst of Tech"],"affiliations":[{"raw_affiliation_string":"CS Department, Stevens Institute of Technology, Hoboken, NJ, USA","institution_ids":["https://openalex.org/I108468826"]},{"raw_affiliation_string":"Stevens Inst of Tech","institution_ids":["https://openalex.org/I108468826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065716197"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":9.6905,"has_fulltext":false,"cited_by_count":126,"citation_normalized_percentile":{"value":0.98503875,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2","issue":null,"first_page":"II","last_page":"443"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9993000030517578,"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/T12290","display_name":"Human Motion and Animation","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9987000226974487,"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/optical-flow","display_name":"Optical flow","score":0.7563096284866333},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7175328731536865},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6828798651695251},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6655714511871338},{"id":"https://openalex.org/keywords/photometric-stereo","display_name":"Photometric stereo","score":0.6431760787963867},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6069822311401367},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5920250415802002},{"id":"https://openalex.org/keywords/shading","display_name":"Shading","score":0.5346789360046387},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.522823691368103},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4515770971775055},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.42633676528930664},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32785090804100037},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28586524724960327},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20623135566711426},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.150558739900589},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.09912937879562378}],"concepts":[{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.7563096284866333},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7175328731536865},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6828798651695251},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6655714511871338},{"id":"https://openalex.org/C44365914","wikidata":"https://www.wikidata.org/wiki/Q17120636","display_name":"Photometric stereo","level":3,"score":0.6431760787963867},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6069822311401367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5920250415802002},{"id":"https://openalex.org/C177515723","wikidata":"https://www.wikidata.org/wiki/Q1191981","display_name":"Shading","level":2,"score":0.5346789360046387},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.522823691368103},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4515770971775055},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.42633676528930664},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32785090804100037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28586524724960327},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20623135566711426},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.150558739900589},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.09912937879562378},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cvpr.2003.1211501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2003.1211501","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.15.427","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.15.427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.sunysb.edu/~samaras/papers/cvpr03-hand.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.151.1328","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.151.1328","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.sunysb.edu/~ial/content/papers/2003/lu-cvpr03.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W639693478","https://openalex.org/W1518579992","https://openalex.org/W1539631312","https://openalex.org/W1681212282","https://openalex.org/W1846885384","https://openalex.org/W1846980027","https://openalex.org/W1975537977","https://openalex.org/W2017043177","https://openalex.org/W2047568295","https://openalex.org/W2092938713","https://openalex.org/W2099271371","https://openalex.org/W2100905386","https://openalex.org/W2104869344","https://openalex.org/W2108844357","https://openalex.org/W2111459438","https://openalex.org/W2116975878","https://openalex.org/W2117794306","https://openalex.org/W2118877769","https://openalex.org/W2125850087","https://openalex.org/W2127242093","https://openalex.org/W2133566984","https://openalex.org/W2140684550","https://openalex.org/W2144473145","https://openalex.org/W2149430595","https://openalex.org/W2159739271","https://openalex.org/W2164583070","https://openalex.org/W2165409253","https://openalex.org/W3015613699","https://openalex.org/W4241332819","https://openalex.org/W6630963508","https://openalex.org/W6639075572","https://openalex.org/W6662427448","https://openalex.org/W6675206319","https://openalex.org/W6678822469","https://openalex.org/W6681005340","https://openalex.org/W6682162759"],"related_works":["https://openalex.org/W2994336186","https://openalex.org/W2390827063","https://openalex.org/W2587512547","https://openalex.org/W2372305560","https://openalex.org/W2393851740","https://openalex.org/W2316059977","https://openalex.org/W63694318","https://openalex.org/W2403238730","https://openalex.org/W2043878254","https://openalex.org/W2008476891"],"abstract_inverted_index":{"We":[0,23,86,137,172],"present":[1],"a":[2,34,89,139,204],"model":[3,21,83,124,143,189],"based":[4],"approach":[5,59,198],"to":[6,27,80,118,144,150,156,161,182],"the":[7,28,49,53,62,82,95,105,108,111,119,132,146,157,165,174,177,188,220],"integration":[8],"of":[9,16,30,44,52,57,64,67,94,107,110,134,196,206,216,219],"multiple":[10,65],"cues":[11],"for":[12],"tracking":[13,32,39],"high":[14,50],"degree":[15],"freedom":[17],"articulated":[18,129],"motions":[19,209],"and":[20,48,75,214],"refinement.":[22],"then":[24],"apply":[25],"it":[26,114],"problem":[29],"hand":[31,208],"using":[33],"single":[35],"camera":[36],"sequence.":[37],"Hand":[38],"is":[40,60,170,199],"particularly":[41],"challenging":[42],"because":[43],"occlusions,":[45],"shading":[46,76,102,109,135,211],"variations,":[47],"dimensionality":[51],"motion.":[54],"The":[55,194],"novelty":[56],"our":[58,197],"in":[61,78,131,148,176],"combination":[63],"sources":[66],"information,":[68],"which":[69],"come":[70],"from":[71],"edges,":[72],"optical":[73,97,167,179],"flow,":[74],"information":[77],"order":[79],"refine":[81],"during":[84],"tracking.":[85],"first":[87],"use":[88,138,173],"previously":[90],"formulated":[91],"generalized":[92,166,178,184],"version":[93],"gradient-based":[96],"flow":[98,103,168,180],"constraint,":[99],"that":[100,186],"includes":[101],"i.e.,":[104],"variation":[106],"object":[112],"as":[113],"rotates":[115],"with":[116,201,210],"respect":[117],"light":[120],"source.":[121],"Using":[122],"this":[123],"we":[125],"track":[126,145],"its":[127],"complex":[128],"motion":[130,147],"presence":[133],"changes.":[136],"forward":[140],"recursive":[141],"dynamic":[142],"response":[149],"data":[151],"derived":[152],"3D":[153],"forces":[154,185],"applied":[155],"model.":[158],"However,":[159],"due":[160],"inaccurate":[162],"initial":[163],"shape,":[164],"constraint":[169],"violated.":[171],"error":[175],"equation":[181],"compute":[183],"correct":[187],"shape":[190],"at":[191],"each":[192],"step.":[193],"effectiveness":[195],"demonstrated":[200],"experiments":[202],"on":[203],"number":[205],"different":[207],"changes,":[212],"rotations":[213],"occlusions":[215],"significant":[217],"parts":[218],"hand.":[221]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":8}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}