{"id":"https://openalex.org/W2897140701","doi":"https://doi.org/10.1109/dicta.2018.8615797","title":"Skeleton Driven Non-Rigid Motion Tracking and 3D Reconstruction","display_name":"Skeleton Driven Non-Rigid Motion Tracking and 3D Reconstruction","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2897140701","doi":"https://doi.org/10.1109/dicta.2018.8615797","mag":"2897140701"},"language":"en","primary_location":{"id":"doi:10.1109/dicta.2018.8615797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2018.8615797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Digital Image Computing: Techniques and Applications (DICTA)","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/A5074152254","display_name":"Shafeeq Elanattil","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shafeeq Elanattil","raw_affiliation_strings":["Robotics and Autonomous Systems, DATA61, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"Robotics and Autonomous Systems, DATA61, Brisbane, QLD, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008586469","display_name":"Peyman Moghadam","orcid":"https://orcid.org/0000-0002-8169-3560"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peyman Moghadam","raw_affiliation_strings":["Robotics and Autonomous Systems, DATA61, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"Robotics and Autonomous Systems, DATA61, Brisbane, QLD, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083626840","display_name":"Simon Denman","orcid":"https://orcid.org/0000-0002-0983-5480"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Simon Denman","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology (QUT), Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology (QUT), Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055128383","display_name":"Sridha Sridharan","orcid":"https://orcid.org/0000-0003-4316-9001"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sridha Sridharan","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology (QUT), Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology (QUT), Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034095159","display_name":"Clinton Fookes","orcid":"https://orcid.org/0000-0002-8515-6324"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Clinton Fookes","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology (QUT), Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology (QUT), Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074152254"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4178,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67600541,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9995999932289124,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9995999932289124,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.8130430579185486},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7586290240287781},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7438622117042542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7249839901924133},{"id":"https://openalex.org/keywords/motion-capture","display_name":"Motion capture","score":0.6447016596794128},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6210734844207764},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.5420750975608826},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5320561528205872},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4900614023208618},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.47452297806739807},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.44652512669563293},{"id":"https://openalex.org/keywords/skeleton","display_name":"Skeleton (computer programming)","score":0.41980311274528503},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4119129776954651},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16942951083183289},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10694882273674011}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.8130430579185486},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7586290240287781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7438622117042542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7249839901924133},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.6447016596794128},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6210734844207764},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.5420750975608826},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5320561528205872},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4900614023208618},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.47452297806739807},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.44652512669563293},{"id":"https://openalex.org/C18969341","wikidata":"https://www.wikidata.org/wiki/Q1169129","display_name":"Skeleton (computer programming)","level":2,"score":0.41980311274528503},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4119129776954651},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16942951083183289},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10694882273674011},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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":1,"locations":[{"id":"doi:10.1109/dicta.2018.8615797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2018.8615797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1917711508","https://openalex.org/W1938204631","https://openalex.org/W1967554269","https://openalex.org/W1985907520","https://openalex.org/W2006246410","https://openalex.org/W2009422376","https://openalex.org/W2040436296","https://openalex.org/W2047947369","https://openalex.org/W2075402943","https://openalex.org/W2105906154","https://openalex.org/W2127488342","https://openalex.org/W2169371923","https://openalex.org/W2200904763","https://openalex.org/W2313459271","https://openalex.org/W2325034626","https://openalex.org/W2461005315","https://openalex.org/W2621920574","https://openalex.org/W2736384647","https://openalex.org/W2776768244","https://openalex.org/W2962723611","https://openalex.org/W3001765858","https://openalex.org/W4246818198","https://openalex.org/W4250833804","https://openalex.org/W6701278468","https://openalex.org/W6741149164","https://openalex.org/W6927382246"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W3095877357","https://openalex.org/W183202219","https://openalex.org/W2072565696","https://openalex.org/W3102673927","https://openalex.org/W2327954668"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,19,30,72,82,108],"method":[4],"which":[5,80,111],"can":[6],"track":[7],"and":[8,41,59,119,140],"3D":[9,23,143],"reconstruct":[10],"the":[11,35,147],"non-rigid":[12,43],"surface":[13],"motion":[14],"of":[15,25,38,122],"human":[16,27,102,123],"performance":[17,28,103],"using":[18,77],"moving":[20],"RGB-D":[21],"camera.":[22],"reconstruction":[24,144],"marker-less":[26],"is":[29,131],"challenging":[31],"problem":[32],"due":[33],"to":[34,57,97,146],"large":[36],"range":[37],"articulated":[39,68,87,138],"motions":[40],"considerable":[42],"deformations.":[44],"Current":[45],"approaches":[46],"use":[47],"local":[48,64],"optimization":[49],"for":[50,85,101,116],"tracking.":[51],"These":[52],"methods":[53],"need":[54],"many":[55],"iterations":[56],"converge":[58],"may":[60],"get":[61],"stuck":[62],"in":[63],"minima":[65],"during":[66],"sudden":[67,137],"movements.":[69,88],"We":[70,105],"propose":[71],"puppet":[73,95],"model-based":[74],"tracking":[75,86],"approach":[76,91,130],"skeleton":[78,120],"prior,":[79],"provides":[81,112,141],"better":[83,142],"initialization":[84],"The":[89],"proposed":[90],"uses":[92],"an":[93],"aligned":[94],"model":[96],"estimate":[98],"correct":[99],"correspondences":[100],"capture.":[104],"also":[106],"contribute":[107],"synthetic":[109],"dataset":[110],"ground":[113],"truth":[114],"locations":[115],"frame-by-frame":[117],"geometry":[118],"joints":[121],"subjects.":[124],"Experimental":[125],"results":[126],"show":[127],"that":[128],"our":[129],"more":[132],"robust":[133],"when":[134],"faced":[135],"with":[136],"motions,":[139],"compared":[145],"existing":[148],"state-of-the-art":[149],"approaches.":[150]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}