{"id":"https://openalex.org/W4392026566","doi":"https://doi.org/10.1109/aipr60534.2023.10440703","title":"Impacts of Synthetically Generated Data on Trackformer-based Multi-Object Tracking","display_name":"Impacts of Synthetically Generated Data on Trackformer-based Multi-Object Tracking","publication_year":2023,"publication_date":"2023-09-27","ids":{"openalex":"https://openalex.org/W4392026566","doi":"https://doi.org/10.1109/aipr60534.2023.10440703"},"language":"en","primary_location":{"id":"doi:10.1109/aipr60534.2023.10440703","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aipr60534.2023.10440703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)","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/A5100376654","display_name":"Matthew Lee","orcid":"https://orcid.org/0000-0001-8190-608X"},"institutions":[{"id":"https://openalex.org/I178169726","display_name":"Southern Methodist University","ror":"https://ror.org/042tdr378","country_code":"US","type":"education","lineage":["https://openalex.org/I178169726"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Matthew Lee","raw_affiliation_strings":["Southern Methodist University,Darwin Deason Institute for Cyber Security,Dallas,Texas,USA","Darwin Deason Institute for Cyber Security, Southern Methodist University, Dallas, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Southern Methodist University,Darwin Deason Institute for Cyber Security,Dallas,Texas,USA","institution_ids":["https://openalex.org/I178169726"]},{"raw_affiliation_string":"Darwin Deason Institute for Cyber Security, Southern Methodist University, Dallas, Texas, USA","institution_ids":["https://openalex.org/I178169726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067377394","display_name":"Clayton Harper","orcid":null},"institutions":[{"id":"https://openalex.org/I178169726","display_name":"Southern Methodist University","ror":"https://ror.org/042tdr378","country_code":"US","type":"education","lineage":["https://openalex.org/I178169726"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clayton Harper","raw_affiliation_strings":["Southern Methodist University,Darwin Deason Institute for Cyber Security,Dallas,Texas,USA","Darwin Deason Institute for Cyber Security, Southern Methodist University, Dallas, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Southern Methodist University,Darwin Deason Institute for Cyber Security,Dallas,Texas,USA","institution_ids":["https://openalex.org/I178169726"]},{"raw_affiliation_string":"Darwin Deason Institute for Cyber Security, Southern Methodist University, Dallas, Texas, USA","institution_ids":["https://openalex.org/I178169726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093976913","display_name":"William Flinchbaugh","orcid":null},"institutions":[{"id":"https://openalex.org/I178169726","display_name":"Southern Methodist University","ror":"https://ror.org/042tdr378","country_code":"US","type":"education","lineage":["https://openalex.org/I178169726"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Flinchbaugh","raw_affiliation_strings":["Southern Methodist University,Darwin Deason Institute for Cyber Security,Dallas,Texas,USA","Darwin Deason Institute for Cyber Security, Southern Methodist University, Dallas, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Southern Methodist University,Darwin Deason Institute for Cyber Security,Dallas,Texas,USA","institution_ids":["https://openalex.org/I178169726"]},{"raw_affiliation_string":"Darwin Deason Institute for Cyber Security, Southern Methodist University, Dallas, Texas, USA","institution_ids":["https://openalex.org/I178169726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023773515","display_name":"Eric C. Larson","orcid":"https://orcid.org/0000-0001-6040-868X"},"institutions":[{"id":"https://openalex.org/I178169726","display_name":"Southern Methodist University","ror":"https://ror.org/042tdr378","country_code":"US","type":"education","lineage":["https://openalex.org/I178169726"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric C. Larson","raw_affiliation_strings":["Southern Methodist University,Darwin Deason Institute for Cyber Security,Dallas,Texas,USA","Darwin Deason Institute for Cyber Security, Southern Methodist University, Dallas, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Southern Methodist University,Darwin Deason Institute for Cyber Security,Dallas,Texas,USA","institution_ids":["https://openalex.org/I178169726"]},{"raw_affiliation_string":"Darwin Deason Institute for Cyber Security, Southern Methodist University, Dallas, Texas, USA","institution_ids":["https://openalex.org/I178169726"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082009815","display_name":"Mitchell A. Thornton","orcid":"https://orcid.org/0000-0003-3559-9511"},"institutions":[{"id":"https://openalex.org/I178169726","display_name":"Southern Methodist University","ror":"https://ror.org/042tdr378","country_code":"US","type":"education","lineage":["https://openalex.org/I178169726"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mitchell A. Thornton","raw_affiliation_strings":["Southern Methodist University,Darwin Deason Institute for Cyber Security,Dallas,Texas,USA","Darwin Deason Institute for Cyber Security, Southern Methodist University, Dallas, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Southern Methodist University,Darwin Deason Institute for Cyber Security,Dallas,Texas,USA","institution_ids":["https://openalex.org/I178169726"]},{"raw_affiliation_string":"Darwin Deason Institute for Cyber Security, Southern Methodist University, Dallas, Texas, USA","institution_ids":["https://openalex.org/I178169726"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100376654"],"corresponding_institution_ids":["https://openalex.org/I178169726"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20454094,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9965000152587891,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9965000152587891,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7217050790786743},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5420400500297546},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4822295606136322},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4653770327568054},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4405529499053955},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.41240397095680237}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7217050790786743},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5420400500297546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4822295606136322},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4653770327568054},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4405529499053955},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.41240397095680237},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aipr60534.2023.10440703","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aipr60534.2023.10440703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1506491340","https://openalex.org/W2047286693","https://openalex.org/W2124781496","https://openalex.org/W2237765446","https://openalex.org/W2397830550","https://openalex.org/W2467259654","https://openalex.org/W2490270993","https://openalex.org/W2511791013","https://openalex.org/W2545687911","https://openalex.org/W2565639579","https://openalex.org/W2576289912","https://openalex.org/W2599991961","https://openalex.org/W2605102758","https://openalex.org/W2605409611","https://openalex.org/W2616247523","https://openalex.org/W2745012865","https://openalex.org/W2748378127","https://openalex.org/W2772646439","https://openalex.org/W2780351918","https://openalex.org/W2793586828","https://openalex.org/W2798355657","https://openalex.org/W2802588423","https://openalex.org/W2897582990","https://openalex.org/W2898311595","https://openalex.org/W2944553222","https://openalex.org/W2962862931","https://openalex.org/W2963037989","https://openalex.org/W2963201472","https://openalex.org/W2968638474","https://openalex.org/W2988452521","https://openalex.org/W3012922853","https://openalex.org/W3034371431","https://openalex.org/W3034548607","https://openalex.org/W3034901835","https://openalex.org/W3089479558","https://openalex.org/W3090292349","https://openalex.org/W3098009429","https://openalex.org/W3102564565","https://openalex.org/W3116394984","https://openalex.org/W3116469262","https://openalex.org/W3118843071","https://openalex.org/W3119686997","https://openalex.org/W3128358041","https://openalex.org/W3171411140","https://openalex.org/W3181599570","https://openalex.org/W3198183881","https://openalex.org/W3199973286","https://openalex.org/W3202732536","https://openalex.org/W4280654036","https://openalex.org/W4283066310","https://openalex.org/W4292794847","https://openalex.org/W4318475704","https://openalex.org/W4372346401","https://openalex.org/W4385245566","https://openalex.org/W6735432530","https://openalex.org/W6736518430","https://openalex.org/W6737947904","https://openalex.org/W6738460603","https://openalex.org/W6739901393","https://openalex.org/W6763140224","https://openalex.org/W6775253321","https://openalex.org/W6783409899","https://openalex.org/W6799013692","https://openalex.org/W6837681228"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"As":[0],"the":[1,10,40,54,97],"scale":[2],"of":[3,12,43,56],"deep":[4,137],"learning":[5,138],"tasks":[6,32],"continues":[7],"to":[8,39],"expand,":[9],"generation":[11,128],"sufficiently":[13],"large":[14],"datasets":[15,47,59,80],"has":[16],"become":[17],"increasingly":[18],"costly":[19],"and":[20,90],"time-consuming.":[21],"In":[22],"particular,":[23],"resource":[24],"demands":[25],"for":[26,29,105,135],"manual":[27],"annotations":[28],"computer":[30,45],"vision":[31,46],"such":[33],"as":[34,132],"multi-object":[35,78,106,117],"tracking":[36,79,118],"have":[37],"contributed":[38],"growing":[41],"popularity":[42],"synthetic":[44],"created":[48],"through":[49],"simulation":[50],"engines.":[51],"Simulations":[52],"facilitate":[53],"creation":[55],"automatically":[57],"annotated":[58],"with":[60],"complete":[61],"control":[62],"over":[63],"environmental":[64,83,114],"variables":[65,84],"that":[66],"are":[67],"typically":[68],"uncontrollable":[69],"in":[70,140],"real-world":[71],"scenarios.":[72],"Leveraging":[73],"this":[74],"control,":[75],"we":[76],"generate":[77],"isolating":[81],"specific":[82],"including":[85],"subject":[86],"scale,":[87],"camera":[88],"movement,":[89],"lighting":[91],"changes.":[92],"Our":[93],"evaluation":[94],"focuses":[95],"on":[96],"TrackFormer":[98],"architecture,":[99],"an":[100],"end-to-end,":[101],"transformer-based":[102],"solution":[103],"designed":[104],"tracking.":[107],"The":[108],"resulting":[109],"insights":[110],"into":[111],"how":[112],"each":[113],"variable":[115],"affects":[116],"performance":[119],"can":[120,130],"guide":[121],"future":[122],"architectural":[123],"improvements.":[124],"Furthermore,":[125],"our":[126],"data":[127],"process":[129],"serve":[131],"a":[133],"template":[134],"evaluating":[136],"architectures":[139],"simulated":[141],"environments.":[142]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
