{"id":"https://openalex.org/W2808578929","doi":"https://doi.org/10.24963/ijcai.2018/137","title":"Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking","display_name":"Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2808578929","doi":"https://doi.org/10.24963/ijcai.2018/137","mag":"2808578929"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2018/137","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/137","pdf_url":"https://www.ijcai.org/proceedings/2018/0137.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2018/0137.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100709541","display_name":"Qiang Wang","orcid":"https://orcid.org/0000-0001-5632-4408"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Wang","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences","University of Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026072498","display_name":"Mengdan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengdan Zhang","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076090670","display_name":"Junliang Xing","orcid":"https://orcid.org/0000-0001-6801-0510"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junliang Xing","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101436628","display_name":"Jin Gao","orcid":"https://orcid.org/0000-0002-8925-5215"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Gao","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114549594","display_name":"Weiming Hu","orcid":"https://orcid.org/0000-0001-9237-8825"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiming Hu","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112565878","display_name":"Steve Maybank","orcid":null},"institutions":[{"id":"https://openalex.org/I98259816","display_name":"Birkbeck, University of London","ror":"https://ror.org/02mb95055","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I98259816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steve Maybank","raw_affiliation_strings":["Department of Computer Science and Information Systems, Birkbeck College, University of London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Birkbeck College, University of London","institution_ids":["https://openalex.org/I98259816"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5114549594"],"corresponding_institution_ids":["https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"985","last_page":"991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"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":1.0,"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/T11448","display_name":"Face recognition and analysis","score":0.9768000245094299,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9714000225067139,"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":0.8127005696296692},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6319707632064819},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5710084438323975},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5263087749481201},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.5098727941513062},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5091339945793152},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5009839534759521},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4931289851665497},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4886644184589386},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4529099762439728},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4176277220249176},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.4116653501987457},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4115997552871704},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37930744886398315},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.30693691968917847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8127005696296692},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6319707632064819},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5710084438323975},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5263087749481201},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.5098727941513062},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5091339945793152},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5009839534759521},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4931289851665497},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4886644184589386},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4529099762439728},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4176277220249176},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.4116653501987457},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4115997552871704},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37930744886398315},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.30693691968917847},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.24963/ijcai.2018/137","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/137","pdf_url":"https://www.ijcai.org/proceedings/2018/0137.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.bbk.ac.uk.oai2:22481","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400465","display_name":"BIROn (Birkbeck, University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98259816","host_organization_name":"Birkbeck, University of London","host_organization_lineage":["https://openalex.org/I98259816"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Book Section"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2018/137","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/137","pdf_url":"https://www.ijcai.org/proceedings/2018/0137.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G1477894522","display_name":"\u7f51\u7edc\u654f\u611f\u89c6\u9891\u8bc6\u522b\u7684\u5173\u952e\u95ee\u9898\u7814\u7a76","funder_award_id":"61472421","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2064497395","display_name":null,"funder_award_id":"61672519","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4306649430","display_name":null,"funder_award_id":"U1636218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7950449669","display_name":null,"funder_award_id":"61751212","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2808578929.pdf","grobid_xml":"https://content.openalex.org/works/W2808578929.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W182940129","https://openalex.org/W818325216","https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W1854404533","https://openalex.org/W1903029394","https://openalex.org/W1915599933","https://openalex.org/W1955514522","https://openalex.org/W1963882359","https://openalex.org/W1997121481","https://openalex.org/W2044986361","https://openalex.org/W2089961441","https://openalex.org/W2098941887","https://openalex.org/W2117539524","https://openalex.org/W2118097920","https://openalex.org/W2130026429","https://openalex.org/W2139047213","https://openalex.org/W2147533695","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2163605009","https://openalex.org/W2186330282","https://openalex.org/W2211629196","https://openalex.org/W2214352687","https://openalex.org/W2244956674","https://openalex.org/W2295723376","https://openalex.org/W2408241409","https://openalex.org/W2470394683","https://openalex.org/W2558899534","https://openalex.org/W2599547527","https://openalex.org/W2605381261","https://openalex.org/W2681067697","https://openalex.org/W2797812763","https://openalex.org/W2917435394","https://openalex.org/W2962824803","https://openalex.org/W2964099559","https://openalex.org/W2964253307","https://openalex.org/W3102624093","https://openalex.org/W4308909683"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W2250140200","https://openalex.org/W3121791438"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,22,28,33,51,85],"novel":[4],"end-to-end":[5],"trainable":[6],"CNN":[7],"model":[8],"for":[9,89],"high":[10],"performance":[11],"visual":[12,62],"object":[13,91],"tracking.":[14],"It":[15],"learns":[16],"both":[17,47],"low-level":[18],"fine-grained":[19,82,120],"representations":[20,45,83],"and":[21,32,123],"high-level":[23],"semantic":[24,66,129],"embedding":[25],"space":[26],"in":[27,97],"mutual":[29],"reinforced":[30],"way,":[31],"multi-task":[34],"learning":[35],"strategy":[36],"is":[37,56,100],"proposed":[38,109],"to":[39,58,68],"perform":[40],"the":[41,60,65,71,75,81,108,116,119,124,128],"correlation":[42,76,95,121],"analysis":[43,122],"on":[44,80,134],"from":[46,64,112],"levels.":[48],"In":[49],"particular,":[50],"fully":[52],"convolutional":[53],"encoder-decoder":[54],"network":[55,105],"designed":[57],"reconstruct":[59],"original":[61],"features":[63],"projections":[67],"preserve":[69],"all":[70],"geometric":[72],"information.":[73],"Moreover,":[74],"filter":[77,96],"layer":[78,99],"working":[79],"leverages":[84],"global":[86],"context":[87],"constraint":[88],"accurate":[90],"appearance":[92],"modeling.":[93],"The":[94],"this":[98],"updated":[101],"online":[102],"efficiently":[103],"without":[104],"fine-tuning.":[106],"Therefore,":[107],"tracker":[110],"benefits":[111],"two":[113],"complementary":[114],"effects:":[115],"adaptability":[117],"of":[118,127],"generalization":[125],"capability":[126],"embedding.":[130],"Extensive":[131],"experimental":[132],"evaluations":[133],"four":[135],"popular":[136],"benchmarks":[137],"demonstrate":[138],"its":[139],"state-of-the-art":[140],"performance.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}