{"id":"https://openalex.org/W3035942737","doi":"https://doi.org/10.1109/jstars.2020.3002885","title":"Multitask Multisource Deep Correlation Filter for Remote Sensing Data Fusion","display_name":"Multitask Multisource Deep Correlation Filter for Remote Sensing Data Fusion","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3035942737","doi":"https://doi.org/10.1109/jstars.2020.3002885","mag":"3035942737"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2020.3002885","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3002885","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/8994817/09119205.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/8994817/09119205.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101450162","display_name":"Xu Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xu Cheng","raw_affiliation_strings":["Jiangsu Key Laboratory of Big Data Analysis Technology, School of Computer and Software, Engineering Research Center of Digital Forensics Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-2355-9010","affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of Big Data Analysis Technology, School of Computer and Software, Engineering Research Center of Digital Forensics Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698166","display_name":"Yuhui Zheng","orcid":"https://orcid.org/0000-0002-4408-3800"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhui Zheng","raw_affiliation_strings":["Jiangsu Key Laboratory of Big Data Analysis Technology, School of Computer and Software, Engineering Research Center of Digital Forensics Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4408-3800","affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of Big Data Analysis Technology, School of Computer and Software, Engineering Research Center of Digital Forensics Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326967","display_name":"Jianwei Zhang","orcid":"https://orcid.org/0000-0002-5491-1745"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Zhang","raw_affiliation_strings":["School of Mathematics and Statistics, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101963642","display_name":"Zhangjing Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I206777745","display_name":"Nanjing Audit University","ror":"https://ror.org/04zj2bd87","country_code":"CN","type":"education","lineage":["https://openalex.org/I206777745"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangjing Yang","raw_affiliation_strings":["School of Information Engineering, Nanjing Audit University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanjing Audit University, Nanjing, China","institution_ids":["https://openalex.org/I206777745"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101450162"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.6865,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.71705613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"3723","last_page":"3734"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9988999962806702,"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":0.9988999962806702,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.7222684025764465},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.6788475513458252},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5769670605659485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5464873909950256},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5169572234153748},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4996645450592041},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.42760026454925537},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2547699809074402},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13406020402908325},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08870768547058105}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7222684025764465},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.6788475513458252},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5769670605659485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5464873909950256},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5169572234153748},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4996645450592041},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.42760026454925537},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2547699809074402},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13406020402908325},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08870768547058105},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2020.3002885","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3002885","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/8994817/09119205.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b1490174fc354947b4d58f966a3e3f8d","is_oa":true,"landing_page_url":"https://doaj.org/article/b1490174fc354947b4d58f966a3e3f8d","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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 13, Pp 3723-3734 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2020.3002885","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3002885","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/8994817/09119205.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1185132597","display_name":null,"funder_award_id":"2018YFE0126100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G199556679","display_name":null,"funder_award_id":"2018YFE0126100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2540342056","display_name":null,"funder_award_id":"2018r057","funder_id":"https://openalex.org/F4320324849","funder_display_name":"Nanjing University of Information Science and Technology"},{"id":"https://openalex.org/G4737512444","display_name":null,"funder_award_id":"2018r057","funder_id":"https://openalex.org/F4320335990","funder_display_name":"Startup Foundation for Introducing Talent of Nanjing University of Information Science and Technology"},{"id":"https://openalex.org/G496767250","display_name":null,"funder_award_id":"2019M651650","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6143281916","display_name":null,"funder_award_id":"61972206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7839101553","display_name":null,"funder_award_id":"61911530397","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G999852796","display_name":null,"funder_award_id":"61802058","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"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320324849","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19"},{"id":"https://openalex.org/F4320324852","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760"},{"id":"https://openalex.org/F4320327518","display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335990","display_name":"Startup Foundation for Introducing Talent of Nanjing University of Information Science and Technology","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3035942737.pdf","grobid_xml":"https://content.openalex.org/works/W3035942737.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W29474918","https://openalex.org/W1497265063","https://openalex.org/W1857884451","https://openalex.org/W1908905119","https://openalex.org/W1915599933","https://openalex.org/W1955514522","https://openalex.org/W1955741794","https://openalex.org/W1963444694","https://openalex.org/W1964846093","https://openalex.org/W1983594616","https://openalex.org/W1997121481","https://openalex.org/W2003683977","https://openalex.org/W2006322444","https://openalex.org/W2015148749","https://openalex.org/W2016802777","https://openalex.org/W2039094769","https://openalex.org/W2044153604","https://openalex.org/W2044986361","https://openalex.org/W2072528130","https://openalex.org/W2098941887","https://openalex.org/W2106944077","https://openalex.org/W2109579504","https://openalex.org/W2118097920","https://openalex.org/W2124211486","https://openalex.org/W2152887597","https://openalex.org/W2154889144","https://openalex.org/W2211629196","https://openalex.org/W2214352687","https://openalex.org/W2244956674","https://openalex.org/W2258064579","https://openalex.org/W2338459354","https://openalex.org/W2408241409","https://openalex.org/W2470394683","https://openalex.org/W2488187315","https://openalex.org/W2518013266","https://openalex.org/W2527276685","https://openalex.org/W2527415613","https://openalex.org/W2557641257","https://openalex.org/W2581808969","https://openalex.org/W2587989515","https://openalex.org/W2588167042","https://openalex.org/W2603154372","https://openalex.org/W2740685955","https://openalex.org/W2742165450","https://openalex.org/W2776035257","https://openalex.org/W2792365373","https://openalex.org/W2797812763","https://openalex.org/W2798842862","https://openalex.org/W2808376087","https://openalex.org/W2886397424","https://openalex.org/W2886910176","https://openalex.org/W2888799854","https://openalex.org/W2891033863","https://openalex.org/W2894961023","https://openalex.org/W2907572237","https://openalex.org/W2908833896","https://openalex.org/W2927438889","https://openalex.org/W2943116006","https://openalex.org/W2947295162","https://openalex.org/W2949343319","https://openalex.org/W2964111344","https://openalex.org/W2964198573","https://openalex.org/W2964242925","https://openalex.org/W2980054274","https://openalex.org/W3012548728","https://openalex.org/W3102624093","https://openalex.org/W6629867248","https://openalex.org/W6640971398","https://openalex.org/W6649598916","https://openalex.org/W6676161993","https://openalex.org/W6677907805","https://openalex.org/W6722710385","https://openalex.org/W6727577265","https://openalex.org/W6733387591"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W1987967678","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2152662039"],"abstract_inverted_index":{"With":[0],"the":[1,28,32,47,53,75,81,101,112,131,162,176,213,217,232,244,250],"amount":[2],"of":[3,27,83,114,123,219,234],"remote":[4,117,220],"sensing":[5,118,221],"data":[6,119,129,149],"increasing":[7],"at":[8],"an":[9,167,181],"extremely":[10],"fast":[11],"pace,":[12],"machine":[13],"learning-based":[14],"technique":[15],"has":[16],"been":[17],"shown":[18],"to":[19,51,80,111,152,160,173,192,216,230],"perform":[20],"superiorly":[21],"in":[22,31,100],"many":[23],"applications.":[24],"However,":[25],"most":[26],"existing":[29],"methods":[30,71],"real-time":[33],"application":[34],"are":[35],"based":[36],"on":[37,239],"single":[38],"modal":[39],"image":[40],"data.":[41],"Although":[42],"a":[43,56,94,138],"few":[44],"approaches":[45],"use":[46],"different":[48,127,147,190,204,235],"source":[49,128,197],"images":[50],"represent":[52],"object":[54,169,177],"via":[55,180],"fusion":[57,98],"scheme,":[58],"it":[59],"may":[60],"not":[61],"be":[62],"appropriate":[63],"for":[64,222],"multimodality":[65],"information":[66,97,188,194,198],"processing.":[67,120],"In":[68,89],"addition,":[69],"these":[70],"hardly":[72],"benefit":[73],"from":[74,126,189,203],"end-to-end":[76],"network":[77,133,155],"training":[78],"due":[79],"limitations":[82],"implementation":[84],"difficulty":[85],"and":[86,104,116,150,157],"computational":[87],"cost.":[88],"this":[90],"article,":[91],"we":[92,165,210],"propose":[93],"multitask":[95],"multisource":[96],"method":[99,142],"deep":[102,132,154,183],"learning":[103,184],"correlation":[105],"filter":[106],"frameworks,":[107],"which":[108],"is":[109,135,228],"applied":[110],"fields":[113],"tracking":[115],"The":[121,140,225],"contribution":[122],"individual":[124],"layers":[125],"inside":[130],"model":[134],"considered":[136],"as":[137],"task.":[139],"proposed":[141,214,245],"can":[143,199],"employ":[144],"interdependencies":[145],"among":[146],"sources":[148],"tasks":[151],"learn":[153],"parameters":[156],"filters":[158],"jointly":[159],"improve":[161],"performance.":[163],"Second,":[164],"present":[166],"effective":[168,182],"appearance":[170,178],"selection":[171],"scheme":[172],"adaptively":[174],"capture":[175],"changes":[179],"network,":[185],"then":[186],"integrating":[187],"modalities":[191],"achieve":[193],"fusion.":[195],"Different":[196],"provide":[200],"robust":[201],"performance":[202],"aspects":[205],"with":[206],"complementary":[207],"properties.":[208],"Third,":[209],"further":[211],"extend":[212],"approach":[215,246],"field":[218],"semantic":[223],"labeling.":[224],"layers\u2019":[226],"sensitivity":[227],"utilized":[229],"verify":[231],"robustness":[233],"classes.":[236],"Extensively":[237],"experiments":[238],"five":[240],"benchmarks":[241],"show":[242],"that":[243],"performs":[247],"favorably":[248],"against":[249],"state-of-the-arts.":[251]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
