{"id":"https://openalex.org/W4402592918","doi":"https://doi.org/10.1109/tpami.2024.3463422","title":"Textureless Deformable Object Tracking With Invisible Markers","display_name":"Textureless Deformable Object Tracking With Invisible Markers","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4402592918","doi":"https://doi.org/10.1109/tpami.2024.3463422","pmid":"https://pubmed.ncbi.nlm.nih.gov/39292583"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2024.3463422","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3463422","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xinyuan Li","orcid":"https://orcid.org/0009-0000-7439-8064"},"institutions":[{"id":"https://openalex.org/I70745867","display_name":"KLA (United States)","ror":"https://ror.org/02rqhpa98","country_code":"US","type":"company","lineage":["https://openalex.org/I70745867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinyuan Li","raw_affiliation_strings":["Tencent America, New York, NY, USA","Tencent America, New York, USA"],"raw_orcid":"https://orcid.org/0009-0000-7439-8064","affiliations":[{"raw_affiliation_string":"Tencent America, New York, NY, USA","institution_ids":["https://openalex.org/I70745867"]},{"raw_affiliation_string":"Tencent America, New York, USA","institution_ids":["https://openalex.org/I70745867"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yu Guo","orcid":"https://orcid.org/0000-0002-3420-6619"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Guo","raw_affiliation_strings":["George Mason University, Fairfax, VA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3420-6619","affiliations":[{"raw_affiliation_string":"George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109783584","display_name":"Yubei Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yubei Tu","raw_affiliation_strings":["George Mason University, Fairfax, VA, USA"],"raw_orcid":"https://orcid.org/0009-0000-8047-9960","affiliations":[{"raw_affiliation_string":"George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113387125","display_name":"Yu Ji","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu Ji","raw_affiliation_strings":["LightThought LLC, New York, NY, USA"],"raw_orcid":"https://orcid.org/0009-0006-6032-7736","affiliations":[{"raw_affiliation_string":"LightThought LLC, New York, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanchen Liu","orcid":"https://orcid.org/0000-0001-6024-5104"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanchen Liu","raw_affiliation_strings":["Columbia University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-6024-5104","affiliations":[{"raw_affiliation_string":"Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070020700","display_name":"Jinwei Ye","orcid":"https://orcid.org/0000-0001-7780-7943"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinwei Ye","raw_affiliation_strings":["George Mason University, Fairfax, VA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7780-7943","affiliations":[{"raw_affiliation_string":"George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101571936","display_name":"Changxi Zheng","orcid":"https://orcid.org/0000-0001-9228-1038"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Changxi Zheng","raw_affiliation_strings":["Columbia University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-9228-1038","affiliations":[{"raw_affiliation_string":"Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6131,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67897903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"47","issue":"9","first_page":"7243","last_page":"7254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9427000284194946,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9427000284194946,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9402999877929688,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9261000156402588,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8150537014007568},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7759981155395508},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.636608362197876},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5958970189094543},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5580381751060486},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5295223593711853},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.467303991317749},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4556683301925659},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.05971696972846985}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8150537014007568},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7759981155395508},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.636608362197876},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5958970189094543},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5580381751060486},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5295223593711853},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.467303991317749},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4556683301925659},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.05971696972846985},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2024.3463422","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3463422","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:39292583","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39292583","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W4346513","https://openalex.org/W148190800","https://openalex.org/W764651262","https://openalex.org/W1532331894","https://openalex.org/W1573077480","https://openalex.org/W1755205674","https://openalex.org/W1906917228","https://openalex.org/W1939266004","https://openalex.org/W1954137309","https://openalex.org/W1966123476","https://openalex.org/W1972345825","https://openalex.org/W1972634007","https://openalex.org/W1992060453","https://openalex.org/W2024404422","https://openalex.org/W2046075498","https://openalex.org/W2047684811","https://openalex.org/W2050841098","https://openalex.org/W2058796629","https://openalex.org/W2067723406","https://openalex.org/W2075402943","https://openalex.org/W2082145490","https://openalex.org/W2082989281","https://openalex.org/W2088900880","https://openalex.org/W2091375548","https://openalex.org/W2115895443","https://openalex.org/W2119289690","https://openalex.org/W2136220606","https://openalex.org/W2141836119","https://openalex.org/W2143546616","https://openalex.org/W2162804264","https://openalex.org/W2163213698","https://openalex.org/W2165114467","https://openalex.org/W2168221043","https://openalex.org/W2168466028","https://openalex.org/W2346663546","https://openalex.org/W2460975664","https://openalex.org/W2471962767","https://openalex.org/W2491458126","https://openalex.org/W2519683295","https://openalex.org/W2607760177","https://openalex.org/W2661611317","https://openalex.org/W2711339547","https://openalex.org/W2768683308","https://openalex.org/W2883983474","https://openalex.org/W2892004916","https://openalex.org/W2895192127","https://openalex.org/W2963782415","https://openalex.org/W2963888409","https://openalex.org/W2971277561","https://openalex.org/W2983792938","https://openalex.org/W3008843470","https://openalex.org/W3011016216","https://openalex.org/W3013785695","https://openalex.org/W3035671825","https://openalex.org/W3094927600","https://openalex.org/W3107825842","https://openalex.org/W3109908659","https://openalex.org/W3131760074","https://openalex.org/W3139161477","https://openalex.org/W3159776191","https://openalex.org/W3165607310","https://openalex.org/W3175067501","https://openalex.org/W3185154947","https://openalex.org/W3199654312","https://openalex.org/W4214614672","https://openalex.org/W4214684912","https://openalex.org/W4226524636","https://openalex.org/W4246818198","https://openalex.org/W4254960731","https://openalex.org/W4386072153","https://openalex.org/W4386076192","https://openalex.org/W4387052449","https://openalex.org/W4387835396","https://openalex.org/W4388793813","https://openalex.org/W4390872749","https://openalex.org/W4390873463","https://openalex.org/W6608458560"],"related_works":["https://openalex.org/W4285271403","https://openalex.org/W2542007731","https://openalex.org/W4292830139","https://openalex.org/W2968379562","https://openalex.org/W3156013036","https://openalex.org/W4319309705","https://openalex.org/W2091015105","https://openalex.org/W4388689193","https://openalex.org/W2110899030","https://openalex.org/W29633852"],"abstract_inverted_index":{"Tracking":[0],"and":[1,23,27,79,144,153],"reconstructing":[2],"deformable":[3,114,133,154],"objects":[4,49,115],"with":[5,62,77,116],"little":[6,58,117],"texture":[7],"is":[8],"challenging":[9],"due":[10],"to":[11,83,96],"the":[12,84],"lack":[13],"of":[14,47,129,132],"features.":[15],"Here":[16],"we":[17,93],"introduce":[18],"\"invisible":[19],"markers\"":[20],"for":[21,44,101,112],"accurate":[22,72],"robust":[24],"correspondence":[25],"matching":[26],"tracking.":[28],"Our":[29,121],"markers":[30],"are":[31,94],"visible":[32],"only":[33,173],"under":[34,50],"ultraviolet":[35],"(UV)":[36],"light.":[37],"We":[38,65,105,135,146],"build":[39],"a":[40,107],"novel":[41],"imaging":[42],"system":[43],"capturing":[45],"videos":[46],"deformed":[48],"their":[51,168],"original":[52],"untouched":[53,85],"appearance":[54],"(which":[55],"may":[56],"have":[57],"texture)":[59],"and,":[60],"simultaneously,":[61],"our":[63,158,175],"markers.":[64],"develop":[66],"an":[67],"algorithm":[68],"that":[69],"first":[70],"establishes":[71],"correspondences":[73,140],"using":[74,157],"video":[75,127],"frames":[76,128],"markers,":[78],"then":[80],"transfers":[81],"them":[82],"views":[86],"as":[87],"ground-truth":[88],"labels.":[89],"In":[90],"this":[91],"way,":[92],"able":[95],"generate":[97],"high-quality":[98],"labeled":[99],"data":[100],"training":[102,165],"learning-based":[103],"algorithms.":[104],"contribute":[106],"large":[108],"real-world":[109],"dataset,":[110,159,176],"DOT,":[111,167],"tracking":[113],"or":[118],"no":[119],"texture.":[120],"dataset":[122],"has":[123],"about":[124],"one":[125],"million":[126],"various":[130],"types":[131],"objects.":[134],"provide":[136],"ground":[137],"truth":[138],"tracked":[139],"in":[141],"both":[142],"2D":[143],"3D.":[145],"benchmark":[147],"state-of-the-art":[148],"methods":[149],"on":[150,166,174,179],"optical":[151],"flow":[152],"object":[155],"reconstruction":[156],"which":[160],"poses":[161],"great":[162],"challenges.":[163],"By":[164],"performance":[169],"significantly":[170],"improves,":[171],"not":[172],"but":[177],"also":[178],"other":[180],"unseen":[181],"data.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
