{"id":"https://openalex.org/W3215229139","doi":"https://doi.org/10.1109/etfa45728.2021.9613350","title":"Object Tracking Algorithm of Fully-Convolutional Siamese Networks Using the Templates with Suppressed Background Information","display_name":"Object Tracking Algorithm of Fully-Convolutional Siamese Networks Using the Templates with Suppressed Background Information","publication_year":2021,"publication_date":"2021-09-07","ids":{"openalex":"https://openalex.org/W3215229139","doi":"https://doi.org/10.1109/etfa45728.2021.9613350","mag":"3215229139"},"language":"en","primary_location":{"id":"doi:10.1109/etfa45728.2021.9613350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa45728.2021.9613350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )","raw_type":"proceedings-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/A5101796004","display_name":"Hongyu Lu","orcid":"https://orcid.org/0000-0002-0247-2496"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyu Lu","raw_affiliation_strings":["School of Automation Science and Engineering, Xi'an Jiaotong Universtiy, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation Science and Engineering, Xi'an Jiaotong Universtiy, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101608260","display_name":"Xiaodong Ren","orcid":"https://orcid.org/0000-0003-4919-2309"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Ren","raw_affiliation_strings":["School of Automation Science and Engineering, Xi'an Jiaotong Universtiy, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation Science and Engineering, Xi'an Jiaotong Universtiy, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064473300","display_name":"Min Tong","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Tong","raw_affiliation_strings":["School of Automation Science and Engineering, Xi'an Jiaotong Universtiy, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation Science and Engineering, Xi'an Jiaotong Universtiy, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1941,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51158852,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9908000230789185,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9855999946594238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7667418718338013},{"id":"https://openalex.org/keywords/template","display_name":"Template","score":0.7636968493461609},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5858688354492188},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5825170278549194},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5193499326705933},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4981057643890381},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.46625885367393494},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.46044716238975525},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4523622691631317},{"id":"https://openalex.org/keywords/template-matching","display_name":"Template matching","score":0.44575193524360657},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4442572593688965},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4353249669075012},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43308025598526},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4255119860172272},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.174513578414917},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.0797949731349945}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7667418718338013},{"id":"https://openalex.org/C82714645","wikidata":"https://www.wikidata.org/wiki/Q438331","display_name":"Template","level":2,"score":0.7636968493461609},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5858688354492188},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5825170278549194},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5193499326705933},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4981057643890381},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.46625885367393494},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.46044716238975525},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4523622691631317},{"id":"https://openalex.org/C158096908","wikidata":"https://www.wikidata.org/wiki/Q3983303","display_name":"Template matching","level":3,"score":0.44575193524360657},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4442572593688965},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4353249669075012},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43308025598526},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4255119860172272},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.174513578414917},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0797949731349945},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa45728.2021.9613350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa45728.2021.9613350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W818325216","https://openalex.org/W1955741794","https://openalex.org/W1964846093","https://openalex.org/W2118097920","https://openalex.org/W2125907508","https://openalex.org/W2154889144","https://openalex.org/W2165096258","https://openalex.org/W2470394683","https://openalex.org/W2520477759","https://openalex.org/W2962824803","https://openalex.org/W3108235634","https://openalex.org/W4247742983","https://openalex.org/W6677907805"],"related_works":["https://openalex.org/W2361315595","https://openalex.org/W2602219756","https://openalex.org/W2092361839","https://openalex.org/W2360986010","https://openalex.org/W2383447469","https://openalex.org/W2371197140","https://openalex.org/W2012236123","https://openalex.org/W9684605","https://openalex.org/W1605702723","https://openalex.org/W2089779414"],"abstract_inverted_index":{"The":[0,111],"current":[1],"visual":[2],"object":[3,23],"tracking":[4,21],"algorithm":[5,132],"of":[6,14,55,76,95,113,123,140],"Fully-Convolutional":[7],"Siamese":[8],"Networks":[9],"(SiamFC)":[10],"has":[11,117,133],"good":[12],"performance":[13],"accuracy":[15],"and":[16,145,150],"frame":[17],"rate.":[18],"However,":[19],"when":[20,84],"an":[22],"moving":[24],"in":[25,34,60],"a":[26,53],"scene":[27],"with":[28,66,155],"complex":[29,161],"background,":[30],"the":[31,39,48,57,74,88,93,105,114,127,130,135,156,160],"templates":[32,61,106],"applied":[33],"SiamFC":[35,158],"tend":[36],"to":[37,47,64],"introduce":[38,108],"excessive":[40],"background":[41,58,77,96,109,162],"information":[42,59,78,97],"that":[43],"may":[44],"cause":[45],"interference":[46,163],"target.":[49],"In":[50,126],"this":[51,67],"paper,":[52],"method":[54,116],"suppressing":[56],"is":[62],"proposed":[63,115,131],"cope":[65],"problem.":[68],"On":[69,87],"one":[70],"hand,":[71,90],"it":[72,91],"reduces":[73],"introduction":[75],"by":[79,143],"using":[80],"adaptive":[81],"aspect":[82],"ratio":[83],"making":[85],"templates.":[86],"other":[89],"decreases":[92],"impact":[94],"on":[98,147],"matching":[99],"results":[100],"through":[101],"Gaussian":[102],"weighting":[103],"after":[104],"inevitably":[107],"information.":[110],"effectiveness":[112],"been":[118],"experimentally":[119],"validated":[120],"without":[121],"loss":[122],"real-time":[124],"performance.":[125],"comparison":[128],"experiments,":[129],"improved":[134],"area":[136],"under":[137,159],"curve":[138],"(AUC)":[139],"success":[141],"plots":[142],"9.07%":[144],"13.31%":[146],"OTB2013":[148],"dataset":[149],"OTB50":[151],"dataset,":[152],"respectively,":[153],"compared":[154],"original":[157],"scenarios.":[164]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}