{"id":"https://openalex.org/W2588657673","doi":"https://doi.org/10.1109/tcsvt.2017.2668278","title":"Adaptive Resolution Optimization and Tracklet Reliability Assessment for Efficient Multi-Object Tracking","display_name":"Adaptive Resolution Optimization and Tracklet Reliability Assessment for Efficient Multi-Object Tracking","publication_year":2017,"publication_date":"2017-02-13","ids":{"openalex":"https://openalex.org/W2588657673","doi":"https://doi.org/10.1109/tcsvt.2017.2668278","mag":"2588657673"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2017.2668278","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2017.2668278","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Circuits and Systems for Video Technology","raw_type":"journal-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/A5100767602","display_name":"Ruixing Yu","orcid":"https://orcid.org/0000-0002-4095-0903"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruixing Yu","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058927498","display_name":"Irene Cheng","orcid":"https://orcid.org/0000-0001-9699-4895"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Irene Cheng","raw_affiliation_strings":["University of Alberta, Edmonton, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9699-4895","affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101883718","display_name":"Bing Zhu","orcid":"https://orcid.org/0000-0001-6933-025X"},"institutions":[{"id":"https://openalex.org/I181903023","display_name":"Xi'an Shiyou University","ror":"https://ror.org/040c7js64","country_code":"CN","type":"education","lineage":["https://openalex.org/I181903023"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Zhu","raw_affiliation_strings":["Electrical Engineering Department, Xian Shiyou University, Xi\u2019an, China","Electrical Engineering Department, Xian Shiyou University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Xian Shiyou University, Xi\u2019an, China","institution_ids":["https://openalex.org/I181903023"]},{"raw_affiliation_string":"Electrical Engineering Department, Xian Shiyou University, Xi'an, China","institution_ids":["https://openalex.org/I181903023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037476066","display_name":"Sweta Bedmutha","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sweta Bedmutha","raw_affiliation_strings":["University of Alberta, Edmonton, AB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054810403","display_name":"Anup Basu","orcid":"https://orcid.org/0000-0002-7695-4148"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anup Basu","raw_affiliation_strings":["University of Alberta, Edmonton, AB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5412,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.7458272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"28","issue":"7","first_page":"1623","last_page":"1633"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T11019","display_name":"Image Enhancement Techniques","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8678624629974365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6824635863304138},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.6314269304275513},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5336891412734985},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.47662317752838135},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.46734338998794556},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.461760014295578},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.28584325313568115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8678624629974365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6824635863304138},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.6314269304275513},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5336891412734985},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.47662317752838135},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.46734338998794556},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.461760014295578},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.28584325313568115},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"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":1,"locations":[{"id":"doi:10.1109/tcsvt.2017.2668278","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2017.2668278","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8460709736","display_name":null,"funder_award_id":"61101191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8935694031","display_name":null,"funder_award_id":"20160153001","funder_id":"https://openalex.org/F4320322857","funder_display_name":"Aeronautical Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322857","display_name":"Aeronautical Science Foundation of China","ror":"https://ror.org/02wq41p38"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W115730240","https://openalex.org/W303400853","https://openalex.org/W1488524902","https://openalex.org/W1571268436","https://openalex.org/W1666016204","https://openalex.org/W1937954682","https://openalex.org/W1966136723","https://openalex.org/W1980675325","https://openalex.org/W1987118352","https://openalex.org/W1999853363","https://openalex.org/W2000326692","https://openalex.org/W2016135469","https://openalex.org/W2022515186","https://openalex.org/W2031454541","https://openalex.org/W2035153336","https://openalex.org/W2048605796","https://openalex.org/W2048837158","https://openalex.org/W2053181242","https://openalex.org/W2053744956","https://openalex.org/W2077513643","https://openalex.org/W2082716591","https://openalex.org/W2083049794","https://openalex.org/W2094614786","https://openalex.org/W2130258433","https://openalex.org/W2146103513","https://openalex.org/W2146820038","https://openalex.org/W2147533695","https://openalex.org/W2148958980","https://openalex.org/W2150000644","https://openalex.org/W2150440166","https://openalex.org/W2161969291","https://openalex.org/W2163808566","https://openalex.org/W2166978545","https://openalex.org/W2167089254","https://openalex.org/W2168356304","https://openalex.org/W2171932356","https://openalex.org/W2183035990","https://openalex.org/W2222512263","https://openalex.org/W2269767249","https://openalex.org/W2397830014","https://openalex.org/W2467181293","https://openalex.org/W2543696449","https://openalex.org/W6604676385","https://openalex.org/W6610814111","https://openalex.org/W6629367089","https://openalex.org/W6634116786","https://openalex.org/W6659566489","https://openalex.org/W6682543193","https://openalex.org/W6685202850","https://openalex.org/W6694116597"],"related_works":["https://openalex.org/W4389065903","https://openalex.org/W2158788032","https://openalex.org/W2385949326","https://openalex.org/W2623195638","https://openalex.org/W1966005655","https://openalex.org/W3135795035","https://openalex.org/W2789220062","https://openalex.org/W2811496562","https://openalex.org/W2094665863","https://openalex.org/W2071984725"],"abstract_inverted_index":{"Recent":[0],"digital":[1],"acquisition":[2],"systems":[3],"can":[4,117,149],"acquire":[5],"high-resolution":[6],"videos,":[7],"generating":[8],"a":[9,61,110,133],"large":[10],"amount":[11],"of":[12,42],"dynamic":[13],"data":[14],"and":[15,25,35,46,87,102,129,161],"leading":[16,125],"to":[17,38,60,126,139],"higher":[18],"computational":[19,52],"cost":[20,53],"in":[21,98,114,121,154],"online":[22,44,100],"target":[23],"tracking":[24,45,101,107],"learning,":[26,103],"especially":[27],"for":[28],"complex":[29],"scenes.":[30],"We":[31],"introduce":[32,132],"an":[33,83],"efficient":[34],"robust":[36],"approach":[37,148],"improve":[39],"the":[40,67,73,80,95,122],"performance":[41,97],"multi-object":[43],"learning.":[47],"Prior":[48],"methods":[49],"saved":[50],"on":[51],"by":[54,78],"scaling":[55],"down":[56],"each":[57],"video":[58,123],"frame":[59,116],"fixed":[62],"smaller":[63],"resolution,":[64],"without":[65],"considering":[66],"image":[68,75],"features.":[69],"Our":[70],"algorithm":[71],"computes":[72],"optimal":[74],"resolution":[76],"adaptively":[77],"exploiting":[79],"correlation":[81],"between":[82],"image's":[84],"gray-value":[85],"distribution":[86],"resolution.":[88],"This":[89],"dimensionality":[90],"reduction":[91],"step":[92],"significantly":[93],"improves":[94],"time":[96,156],"subsequent":[99],"while":[104],"preserving":[105],"high":[106,159],"accuracy.":[108],"Since":[109],"small":[111],"detection":[112],"error":[113,120],"one":[115],"cause":[118],"cumulative":[119],"sequence":[124],"incorrect":[127,141],"labeling":[128],"tracking,":[130],"we":[131],"new":[134],"tracklet":[135],"reliability":[136],"assessment":[137],"metric":[138],"eliminate":[140],"samples.":[142],"Experimental":[143],"results":[144],"show":[145],"that":[146],"our":[147],"successfully":[150],"track":[151],"multiple":[152],"objects":[153],"real":[155],"with":[157],"both":[158],"precision":[160],"recall.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
