{"id":"https://openalex.org/W3037243877","doi":"https://doi.org/10.1109/access.2020.3004992","title":"SiamFF: Visual Tracking With a Siamese Network Combining Information Fusion With Rectangular Window Filtering","display_name":"SiamFF: Visual Tracking With a Siamese Network Combining Information Fusion With Rectangular Window Filtering","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3037243877","doi":"https://doi.org/10.1109/access.2020.3004992","mag":"3037243877"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3004992","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3004992","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2020.3004992","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100452545","display_name":"Yuan Luo","orcid":"https://orcid.org/0000-0002-1405-817X"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Luo","raw_affiliation_strings":["Key Laboratory of Optoelectronic Information Sensing and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1405-817X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Optoelectronic Information Sensing and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000822639","display_name":"Yuanxiao Cai","orcid":"https://orcid.org/0000-0002-2787-0589"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanxiao Cai","raw_affiliation_strings":["Key Laboratory of Optoelectronic Information Sensing and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-2787-0589","affiliations":[{"raw_affiliation_string":"Key Laboratory of Optoelectronic Information Sensing and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Boyu Wang","orcid":"https://orcid.org/0000-0002-1392-4021"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyu Wang","raw_affiliation_strings":["Key Laboratory of Optoelectronic Information Sensing and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1392-4021","affiliations":[{"raw_affiliation_string":"Key Laboratory of Optoelectronic Information Sensing and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739250","display_name":"Jie Wang","orcid":"https://orcid.org/0000-0002-1157-9922"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wang","raw_affiliation_strings":["Key Laboratory of Optoelectronic Information Sensing and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1157-9922","affiliations":[{"raw_affiliation_string":"Key Laboratory of Optoelectronic Information Sensing and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100738098","display_name":"Yanjie Wang","orcid":"https://orcid.org/0000-0001-9332-7720"},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjie Wang","raw_affiliation_strings":["College of Data Science, Zhejiang University of Finance and Economics, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9332-7720","affiliations":[{"raw_affiliation_string":"College of Data Science, Zhejiang University of Finance and Economics, Hangzhou, China","institution_ids":["https://openalex.org/I90727586"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6708,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.71138981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"119899","last_page":"119910"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9922000169754028,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.7752085328102112},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7403751611709595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.709922194480896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.691795289516449},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5614562034606934},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.49403291940689087},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4598705470561981},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4591462314128876},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.40782850980758667}],"concepts":[{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.7752085328102112},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7403751611709595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.709922194480896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.691795289516449},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5614562034606934},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.49403291940689087},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4598705470561981},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4591462314128876},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.40782850980758667},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3004992","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3004992","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:366ef3d95d7a4907b57513648801049d","is_oa":true,"landing_page_url":"https://doaj.org/article/366ef3d95d7a4907b57513648801049d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 119899-119910 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3004992","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3004992","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[{"id":"https://openalex.org/G6631036542","display_name":null,"funder_award_id":"61801061","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1955741794","https://openalex.org/W1964846093","https://openalex.org/W1997121481","https://openalex.org/W2089961441","https://openalex.org/W2139047213","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2163605009","https://openalex.org/W2336589871","https://openalex.org/W2408241409","https://openalex.org/W2742165450","https://openalex.org/W2767636552","https://openalex.org/W2780590178","https://openalex.org/W2790238920","https://openalex.org/W2799058067","https://openalex.org/W2890678738","https://openalex.org/W2916780012","https://openalex.org/W2964253307","https://openalex.org/W2970687308","https://openalex.org/W3102624093","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W4384788979","https://openalex.org/W4406109044","https://openalex.org/W4406731786","https://openalex.org/W178060743","https://openalex.org/W2909390414","https://openalex.org/W2511178891","https://openalex.org/W2126676984","https://openalex.org/W2954509079","https://openalex.org/W2753886513","https://openalex.org/W2070920257"],"abstract_inverted_index":{"Recently,":[0],"Siamese":[1,40],"trackers":[2,14,167],"have":[3,15],"shown":[4],"excellent":[5],"performance":[6],"in":[7,112,168],"both":[8],"accuracy":[9,171],"and":[10,29,64,107,135,156],"speed.":[11,176],"However,":[12],"traditional":[13],"poor":[16],"robustness":[17],"against":[18,164],"similar":[19],"objects":[20,110],"due":[21],"to":[22,76,97,141,146],"the":[23,30,62,68,82,87,95,99,105,125,132,136,143,149],"use":[24],"of":[25,32,67,109,124,170],"single":[26],"deep":[27,65],"features":[28,66],"limitation":[31],"cosine":[33],"windows.":[34],"In":[35,101],"this":[36],"paper,":[37],"a":[38,54,73,114],"novel":[39],"network":[41,57,69],"combining":[42],"information":[43],"fusion":[44,56],"with":[45],"rectangular":[46],"window":[47],"filtering":[48,117],"named":[49],"SiamFF":[50,161],"is":[51,58,119,139],"introduced.":[52],"First,":[53],"multilevel":[55],"proposed.":[59,120],"At":[60],"feature-level,":[61],"shallow":[63],"are":[70,91],"fused":[71,93],"through":[72],"layer-hopping":[74],"connection":[75],"obtain":[77],"complementary":[78,88],"feature":[79,89],"maps.":[80],"Then,":[81],"score":[83,115,144],"maps":[84,90],"generated":[85],"by":[86,130],"further":[92,147],"at":[94],"score-level":[96],"improve":[98],"robustness.":[100],"addition,":[102],"based":[103],"on":[104,154],"continuity":[106],"stationarity":[108],"movement":[111],"reality,":[113],"map":[116,145],"strategy":[118],"The":[121],"relative":[122],"displacement":[123],"target":[126],"can":[127],"be":[128],"predicted":[129],"obtaining":[131],"interframe":[133],"information,":[134],"moving":[137],"direction":[138],"applied":[140],"filter":[142],"eliminate":[148],"analog":[150],"interference.":[151],"Experimental":[152],"results":[153],"OTB2015":[155],"VOT2016":[157],"benchmarks":[158],"indicate":[159],"that":[160],"performs":[162],"favorably":[163],"many":[165],"state-of-the-art":[166],"terms":[169],"while":[172],"maintaining":[173],"real-time":[174],"tracking":[175]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
