{"id":"https://openalex.org/W3041204354","doi":"https://doi.org/10.3233/jifs-190787","title":"Scale prediction based MDNet for infrared target tracking","display_name":"Scale prediction based MDNet for infrared target tracking","publication_year":2020,"publication_date":"2020-07-06","ids":{"openalex":"https://openalex.org/W3041204354","doi":"https://doi.org/10.3233/jifs-190787","mag":"3041204354"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-190787","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190787","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5068438745","display_name":"Yangguang Hu","orcid":"https://orcid.org/0000-0002-3892-129X"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yangguang Hu","raw_affiliation_strings":["School of Aeronautics Engineering, Air Force Engineering University, Xi\u2019an, China","School of Aeronautics Engineering, Air Force Engineering University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aeronautics Engineering, Air Force Engineering University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"School of Aeronautics Engineering, Air Force Engineering University, Xi'an, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103181786","display_name":"Mingqing Xiao","orcid":"https://orcid.org/0000-0001-6037-3763"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqing Xiao","raw_affiliation_strings":["School of Aeronautics Engineering, Air Force Engineering University, Xi\u2019an, China","School of Aeronautics Engineering, Air Force Engineering University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aeronautics Engineering, Air Force Engineering University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"School of Aeronautics Engineering, Air Force Engineering University, Xi'an, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051363614","display_name":"Shaoyi Li","orcid":"https://orcid.org/0000-0001-6861-1391"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoyi Li","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101819884","display_name":"Yao Yang","orcid":"https://orcid.org/0000-0002-0545-674X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Yang","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051588545","display_name":"Sijie Wu","orcid":"https://orcid.org/0000-0001-5659-0458"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sijie Wu","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068438745"],"corresponding_institution_ids":["https://openalex.org/I4210104252"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06448255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"3","first_page":"2711","last_page":"2723"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/robustness","display_name":"Robustness (evolution)","score":0.8092658519744873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.777967095375061},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.7334872484207153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7304883599281311},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.5679705142974854},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5612986087799072},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.431309312582016},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42457881569862366},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.372339129447937}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8092658519744873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.777967095375061},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.7334872484207153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7304883599281311},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.5679705142974854},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5612986087799072},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.431309312582016},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42457881569862366},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.372339129447937},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-190787","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190787","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1857884451","https://openalex.org/W1955514522","https://openalex.org/W1989703287","https://openalex.org/W2010760293","https://openalex.org/W2027021064","https://openalex.org/W2066268896","https://openalex.org/W2111003815","https://openalex.org/W2114920363","https://openalex.org/W2124211486","https://openalex.org/W2135160607","https://openalex.org/W2154889144","https://openalex.org/W2163605009","https://openalex.org/W2202516779","https://openalex.org/W2211629196","https://openalex.org/W2214352687","https://openalex.org/W2232920211","https://openalex.org/W2244956674","https://openalex.org/W2384482830","https://openalex.org/W2473868734","https://openalex.org/W2518013266","https://openalex.org/W2529605510","https://openalex.org/W2557641257","https://openalex.org/W2570541895","https://openalex.org/W2754401499","https://openalex.org/W2774360337","https://openalex.org/W2904762236","https://openalex.org/W2921409350","https://openalex.org/W2946612326","https://openalex.org/W6678512814"],"related_works":["https://openalex.org/W2084086966","https://openalex.org/W2770593030","https://openalex.org/W4281727072","https://openalex.org/W2560201613","https://openalex.org/W3154990682","https://openalex.org/W2171975302","https://openalex.org/W2022352247","https://openalex.org/W1532073221","https://openalex.org/W2377538627","https://openalex.org/W2107220315"],"abstract_inverted_index":{"Infrared":[0],"target":[1,54,67],"tracking":[2,95],"is":[3,15,44,60,75],"increasingly":[4],"becoming":[5],"important":[6],"for":[7,53,62,77,81],"various":[8],"applications":[9],"in":[10,119,123],"recent":[11],"years.":[12],"However,":[13],"it":[14],"still":[16],"a":[17,38,56,115],"challenging":[18],"task":[19],"as":[20],"limited":[21],"information":[22,49],"can":[23,85],"be":[24],"obtained":[25],"from":[26],"the":[27,32,47,64,73,87,93,101],"infrared":[28,105],"image.":[29],"Inspired":[30],"by":[31],"excellent":[33],"performance":[34,88],"of":[35,66,72,89],"deep":[36],"tracker,":[37],"novel":[39],"tracker":[40],"based":[41],"on":[42,100,125],"MDNet":[43],"proposed.":[45],"As":[46],"prior":[48],"has":[50],"great":[51],"value":[52],"tracking,":[55],"modified":[57],"Back-Propagation":[58],"network":[59],"used":[61,76],"predicting":[63],"scale":[65],"during":[68],"tracking.":[69],"The":[70,107],"result":[71],"prediction":[74],"generating":[78],"candidate":[79],"windows":[80],"online":[82],"learning,":[83],"which":[84],"improve":[86],"tracker.":[90],"To":[91],"evaluate":[92],"proposed":[94],"algorithm,":[96],"we":[97],"performed":[98],"experiments":[99],"VOT-TIR2016":[102,126],"and":[103,121],"AMCOM":[104],"data.":[106],"experimental":[108],"results":[109],"demonstrate":[110],"that":[111],"our":[112],"algorithm":[113],"provides":[114],"1.94%":[116],"relative":[117],"gain":[118],"accuracy":[120],"21.4%":[122],"robustness":[124],"when":[127],"compared":[128],"with":[129],"MDNet.":[130]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
