{"id":"https://openalex.org/W1991727946","doi":"https://doi.org/10.1109/tip.2015.2427518","title":"Inverse Sparse Tracker With a Locally Weighted Distance Metric","display_name":"Inverse Sparse Tracker With a Locally Weighted Distance Metric","publication_year":2015,"publication_date":"2015-04-28","ids":{"openalex":"https://openalex.org/W1991727946","doi":"https://doi.org/10.1109/tip.2015.2427518","mag":"1991727946","pmid":"https://pubmed.ncbi.nlm.nih.gov/25935033"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2015.2427518","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2015.2427518","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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":"https://openalex.org/A5100391493","display_name":"Dong Wang","orcid":"https://orcid.org/0000-0002-6976-4004"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Wang","raw_affiliation_strings":["Key Laboratory of Image and Video Understanding for Social Safety, Nanjing University of Science and Technology, Nanjing, China","School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Image and Video Understanding for Social Safety, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006986293","display_name":"Huchuan Lu","orcid":"https://orcid.org/0000-0002-6668-9758"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huchuan Lu","raw_affiliation_strings":["School of Information and Communication Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101974883","display_name":"Ziyang Xiao","orcid":"https://orcid.org/0000-0002-3355-3379"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyang Xiao","raw_affiliation_strings":["School of Information and Communication Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418319","display_name":"Ming\u2013Hsuan Yang","orcid":"https://orcid.org/0000-0003-4848-2304"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming-Hsuan Yang","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of California at Merced, Merced, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California at Merced, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.5985,"has_fulltext":false,"cited_by_count":99,"citation_normalized_percentile":{"value":0.99363831,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"24","issue":"9","first_page":"2646","last_page":"2657"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9997000098228455,"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":0.9997000098228455,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10531","display_name":"Advanced Vision and Imaging","score":0.9904999732971191,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.5517650246620178},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5415636897087097},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5147867202758789},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.4940181374549866},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4745634198188782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4509257674217224},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40817123651504517},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.356332927942276},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.13032811880111694}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5517650246620178},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5415636897087097},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5147867202758789},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.4940181374549866},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4745634198188782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4509257674217224},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40817123651504517},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.356332927942276},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.13032811880111694},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2015.2427518","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2015.2427518","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:25935033","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25935033","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:repository.hanyang.ac.kr:20.500.11754/27808","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/abstract/document/7097026/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401328","display_name":"The Royal Society of Chemistry\u2019s Journals, Books and Databases (The Royal Society of Chemistry)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2751430930","host_organization_name":"Royal Society of Chemistry","host_organization_lineage":["https://openalex.org/I2751430930"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1602844413","display_name":null,"funder_award_id":"2014M551085","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2761942330","display_name":null,"funder_award_id":"DUT13RC(3)105","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5669947928","display_name":null,"funder_award_id":"61472060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6989841983","display_name":null,"funder_award_id":"DUT14YQ101","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1538712971","https://openalex.org/W1553272164","https://openalex.org/W1560733133","https://openalex.org/W1981219153","https://openalex.org/W1988790447","https://openalex.org/W2001785244","https://openalex.org/W2002406878","https://openalex.org/W2003060733","https://openalex.org/W2016075127","https://openalex.org/W2031489346","https://openalex.org/W2048506041","https://openalex.org/W2060814785","https://openalex.org/W2066513304","https://openalex.org/W2067279732","https://openalex.org/W2069959554","https://openalex.org/W2071551242","https://openalex.org/W2092541892","https://openalex.org/W2094274531","https://openalex.org/W2098854771","https://openalex.org/W2098941887","https://openalex.org/W2102674365","https://openalex.org/W2114122776","https://openalex.org/W2121058967","https://openalex.org/W2121193292","https://openalex.org/W2124211486","https://openalex.org/W2125202975","https://openalex.org/W2128903859","https://openalex.org/W2129812935","https://openalex.org/W2131393045","https://openalex.org/W2131768110","https://openalex.org/W2132103241","https://openalex.org/W2138311529","https://openalex.org/W2139047213","https://openalex.org/W2160225842","https://openalex.org/W2161516371","https://openalex.org/W2162383208","https://openalex.org/W2165037244","https://openalex.org/W2167089254","https://openalex.org/W2183648259","https://openalex.org/W4231340930","https://openalex.org/W4248437541","https://openalex.org/W6633235072","https://openalex.org/W6633795679","https://openalex.org/W6665839387","https://openalex.org/W6683660953","https://openalex.org/W6683732952","https://openalex.org/W6683886257","https://openalex.org/W6684274140","https://openalex.org/W6830460197"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2544423928","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2052122378","https://openalex.org/W2062023542","https://openalex.org/W4313731559"],"abstract_inverted_index":{"Sparse":[0],"representation":[1,39,52],"has":[2],"been":[3],"recently":[4],"extensively":[5],"studied":[6],"for":[7,102],"visual":[8],"tracking":[9,15,27,260],"and":[10,41,79,123,203,216,227,244,269],"generally":[11],"facilitates":[12],"more":[13],"accurate":[14,224],"results":[16],"than":[17,166],"classic":[18],"methods.":[19,273],"In":[20,48,174,206],"this":[21,109,127,175],"paper,":[22,176],"we":[23,106,129,177,190],"propose":[24,192],"a":[25,43,82,131,184,193],"sparsity-based":[26,267],"algorithm":[28,261],"that":[29,96,108,188,257],"is":[30,57,87,116,233],"featured":[31],"with":[32,59,111,247],"two":[33,236],"components:":[34],"1)":[35,238],"an":[36],"inverse":[37,50],"sparse":[38,51,94],"formulation":[40,110],"2)":[42,245],"locally":[44,132],"weighted":[45,133],"distance":[46,114,134],"metric.":[47],"the":[49,54,63,67,138,201,207,258,265,270],"formulation,":[53],"target":[55],"template":[56],"reconstructed":[58],"particles,":[60],"which":[61],"enables":[62],"tracker":[64],"to":[65,91,118,136,179,195],"compute":[66],"weights":[68,198],"of":[69,143],"all":[70],"particles":[71],"by":[72,155,199,213],"solving":[73,98],"only":[74,152],"one":[75,99],"l1":[76],"optimization":[77,100],"problem":[78,101],"thereby":[80,222],"provides":[81],"quite":[83],"efficient":[84],"model.":[85],"This":[86],"in":[88,148],"direct":[89],"contrast":[90],"most":[92],"previous":[93],"trackers":[95,268],"entail":[97],"each":[103],"particle.":[104],"However,":[105],"notice":[107],"normal":[112],"Euclidean":[113,139],"metric":[115,135],"sensitive":[117],"partial":[119,163,214],"noise":[120,164],"like":[121,158],"occlusion":[122,215],"illumination":[124],"changes.":[125],"To":[126],"end,":[128],"design":[130],"replace":[137],"one.":[140],"Similar":[141],"ideas":[142],"using":[144],"local":[145,159,197],"features":[146],"appear":[147],"other":[149,248,271],"works,":[150],"but":[151],"being":[153],"supported":[154],"popular":[156],"assumptions":[157],"models":[160],"could":[161],"handle":[162],"better":[165],"holistic":[167],"models,":[168],"without":[169],"any":[170],"solid":[171],"theoretical":[172],"analysis.":[173],"attempt":[178],"explicitly":[180],"explain":[181],"it":[182],"from":[183,235],"mathematical":[185],"view.":[186],"On":[187],"basis,":[189],"further":[191],"method":[194],"assign":[196],"exploiting":[200],"temporal":[202],"spatial":[204],"continuity.":[205],"proposed":[208,259],"method,":[209],"appearance":[210],"changes":[211],"caused":[212],"shape":[217],"deformation":[218],"are":[219],"carefully":[220],"considered,":[221],"facilitating":[223],"similarity":[225],"measurement":[226],"model":[228],"update.":[229],"The":[230],"experimental":[231],"validation":[232,240],"conducted":[234],"aspects:":[237],"self":[239],"on":[241],"key":[242],"components":[243],"comparison":[246],"state-of-the-art":[249,272],"algorithms.":[250],"Results":[251],"over":[252],"15":[253],"challenging":[254],"sequences":[255],"show":[256],"performs":[262],"favorably":[263],"against":[264],"existing":[266]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":32},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":11}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}