{"id":"https://openalex.org/W2968294869","doi":"https://doi.org/10.1109/tifs.2019.2935871","title":"Target-Specific Siamese Attention Network for Real-Time Object Tracking","display_name":"Target-Specific Siamese Attention Network for Real-Time Object Tracking","publication_year":2019,"publication_date":"2019-08-16","ids":{"openalex":"https://openalex.org/W2968294869","doi":"https://doi.org/10.1109/tifs.2019.2935871","mag":"2968294869"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2019.2935871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2019.2935871","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","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/A5009650599","display_name":"Kokul Thanikasalam","orcid":"https://orcid.org/0000-0001-6590-763X"},"institutions":[{"id":"https://openalex.org/I198412587","display_name":"University of Jaffna","ror":"https://ror.org/02fwjgw17","country_code":"LK","type":"education","lineage":["https://openalex.org/I198412587"]}],"countries":["LK"],"is_corresponding":true,"raw_author_name":"Kokul Thanikasalam","raw_affiliation_strings":["Department of Physical Science, University of Jaffna at Vavuniya, Vavuniya, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Department of Physical Science, University of Jaffna at Vavuniya, Vavuniya, Sri Lanka","institution_ids":["https://openalex.org/I198412587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034095159","display_name":"Clinton Fookes","orcid":"https://orcid.org/0000-0002-8515-6324"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Clinton Fookes","raw_affiliation_strings":["SAIVT Lab, Queensland University of Technology (QUT), Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"SAIVT Lab, Queensland University of Technology (QUT), Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055128383","display_name":"Sridha Sridharan","orcid":"https://orcid.org/0000-0003-4316-9001"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sridha Sridharan","raw_affiliation_strings":["SAIVT Lab, Queensland University of Technology (QUT), Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"SAIVT Lab, Queensland University of Technology (QUT), Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074891850","display_name":"Amirthalingam Ramanan","orcid":"https://orcid.org/0000-0002-7110-1277"},"institutions":[{"id":"https://openalex.org/I198412587","display_name":"University of Jaffna","ror":"https://ror.org/02fwjgw17","country_code":"LK","type":"education","lineage":["https://openalex.org/I198412587"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Amirthalingam Ramanan","raw_affiliation_strings":["Department of Computer Science, University of Jaffna, Jaffna, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Jaffna, Jaffna, Sri Lanka","institution_ids":["https://openalex.org/I198412587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010333768","display_name":"Amalka Pinidiyaarachchi","orcid":null},"institutions":[{"id":"https://openalex.org/I111199411","display_name":"University of Peradeniya","ror":"https://ror.org/025h79t26","country_code":"LK","type":"education","lineage":["https://openalex.org/I111199411"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Amalka Pinidiyaarachchi","raw_affiliation_strings":["Department of Statistics and Computer Science, University of Peradeniya, Peradeniya, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Computer Science, University of Peradeniya, Peradeniya, Sri Lanka","institution_ids":["https://openalex.org/I111199411"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009650599"],"corresponding_institution_ids":["https://openalex.org/I198412587"],"apc_list":null,"apc_paid":null,"fwci":1.226,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.83582395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"15","issue":null,"first_page":"1276","last_page":"1289"},"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9503999948501587,"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":0.8428439497947693},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.7970978617668152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.78770911693573},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7283984422683716},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6387879848480225},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6079164147377014},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5371013879776001},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5160472393035889},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.49183106422424316},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43641161918640137},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4343186020851135},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.399597704410553},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.07318234443664551}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8428439497947693},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.7970978617668152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.78770911693573},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7283984422683716},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6387879848480225},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6079164147377014},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5371013879776001},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5160472393035889},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.49183106422424316},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43641161918640137},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4343186020851135},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.399597704410553},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07318234443664551},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tifs.2019.2935871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2019.2935871","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"},{"id":"pmh:oai:eprints.qut.edu.au:134441","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Information Forensics and Security","raw_type":"Contribution to Journal"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3653827772","display_name":null,"funder_award_id":"DP170100632","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W1482209366","https://openalex.org/W1497265063","https://openalex.org/W1536680647","https://openalex.org/W1554714960","https://openalex.org/W1686810756","https://openalex.org/W1854404533","https://openalex.org/W1857884451","https://openalex.org/W1934410531","https://openalex.org/W1955514522","https://openalex.org/W1963882359","https://openalex.org/W1984914017","https://openalex.org/W1992925827","https://openalex.org/W1995903777","https://openalex.org/W2007868162","https://openalex.org/W2038943746","https://openalex.org/W2051065616","https://openalex.org/W2089961441","https://openalex.org/W2102605133","https://openalex.org/W2108598243","https://openalex.org/W2114694114","https://openalex.org/W2117539524","https://openalex.org/W2127589108","https://openalex.org/W2130026429","https://openalex.org/W2132182117","https://openalex.org/W2138302688","https://openalex.org/W2147527908","https://openalex.org/W2154880310","https://openalex.org/W2158592639","https://openalex.org/W2163605009","https://openalex.org/W2186330282","https://openalex.org/W2211629196","https://openalex.org/W2408241409","https://openalex.org/W2424629859","https://openalex.org/W2463288413","https://openalex.org/W2470394683","https://openalex.org/W2473868734","https://openalex.org/W2556108308","https://openalex.org/W2599547527","https://openalex.org/W2610871254","https://openalex.org/W2613718673","https://openalex.org/W2737572441","https://openalex.org/W2740668812","https://openalex.org/W2752782242","https://openalex.org/W2755780177","https://openalex.org/W2767427781","https://openalex.org/W2776035257","https://openalex.org/W2779380177","https://openalex.org/W2795210153","https://openalex.org/W2797812763","https://openalex.org/W2805698795","https://openalex.org/W2886015880","https://openalex.org/W2889995528","https://openalex.org/W2892451561","https://openalex.org/W2894176037","https://openalex.org/W2912465472","https://openalex.org/W2913466142","https://openalex.org/W2951527505","https://openalex.org/W2953106684","https://openalex.org/W2962824803","https://openalex.org/W2962864296","https://openalex.org/W2962891704","https://openalex.org/W2963420686","https://openalex.org/W2963481014","https://openalex.org/W2963495494","https://openalex.org/W2963791342","https://openalex.org/W2963854930","https://openalex.org/W2964099559","https://openalex.org/W2964111344","https://openalex.org/W2964198573","https://openalex.org/W2964253307","https://openalex.org/W3105214483","https://openalex.org/W6620707391","https://openalex.org/W6629867248","https://openalex.org/W6637373629","https://openalex.org/W6638992375","https://openalex.org/W6679027886","https://openalex.org/W6682137061","https://openalex.org/W6684191040","https://openalex.org/W6743731764","https://openalex.org/W6759215614"],"related_works":["https://openalex.org/W2518876086","https://openalex.org/W4384788979","https://openalex.org/W2511178891","https://openalex.org/W2126676984","https://openalex.org/W178060743","https://openalex.org/W2909390414","https://openalex.org/W2954509079","https://openalex.org/W3104472694","https://openalex.org/W2141888607","https://openalex.org/W2753886513"],"abstract_inverted_index":{"Deep":[0],"similarity":[1,72,105,113],"trackers":[2,20],"are":[3,48],"able":[4],"to":[5,50,63,82],"track":[6],"above":[7],"real-time":[8,33,133],"speed.":[9,135],"However,":[10],"their":[11],"accuracy":[12,103],"is":[13,61,80],"considerably":[14],"lower":[15],"than":[16],"deep":[17],"classification":[18],"based":[19],"since":[21],"they":[22],"avoid":[23],"valuable":[24],"online":[25,77],"cues.":[26],"To":[27],"feed":[28,64],"the":[29,84,92,97,102,112,125],"target-specific":[30,86],"information":[31,56],"for":[32],"object":[34],"tracking,":[35],"we":[36],"propose":[37],"a":[38],"novel":[39],"Siamese":[40],"attention":[41,46],"network.":[42],"Different":[43],"types":[44],"of":[45,54,71,94,104],"mechanisms":[47],"used":[49,62],"capture":[51],"different":[52,68],"contexts":[53],"target":[55,65,98,109],"and":[57,100,120],"then":[58],"learned":[59],"knowledge":[60],"cues":[66,110],"at":[67],"representation":[69],"levels":[70],"tracking.":[73],"In":[74],"addition,":[75],"an":[76],"learning":[78],"mechanism":[79],"employed":[81],"utilise":[83],"available":[85],"data.":[87],"The":[88],"proposed":[89,126],"tracker":[90,127],"reduces":[91],"impact":[93],"noise":[95],"in":[96],"template":[99],"improves":[101],"tracking":[106,134],"by":[107],"feeding":[108],"into":[111],"search.":[114],"Extensive":[115],"evaluation":[116],"performed":[117],"on":[118],"OTB-2013/50/100":[119],"VOT2018":[121],"benchmark":[122],"datasets":[123],"demonstrate":[124],"outperforms":[128],"state-of-the-art":[129],"approaches":[130],"while":[131],"maintaining":[132]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
