{"id":"https://openalex.org/W3000080663","doi":"https://doi.org/10.1109/lgrs.2019.2963477","title":"Registration of Multimodal Remote Sensing Images Using Transfer Optimization","display_name":"Registration of Multimodal Remote Sensing Images Using Transfer Optimization","publication_year":2020,"publication_date":"2020-01-14","ids":{"openalex":"https://openalex.org/W3000080663","doi":"https://doi.org/10.1109/lgrs.2019.2963477","mag":"3000080663"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2019.2963477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2019.2963477","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5042216285","display_name":"Xiaohu Yan","orcid":"https://orcid.org/0000-0002-5657-5271"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohu Yan","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-5657-5271","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108625236","display_name":"Yongjun Zhang","orcid":"https://orcid.org/0000-0001-9845-4251"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjun Zhang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-9845-4251","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064727229","display_name":"Dejun Zhang","orcid":"https://orcid.org/0000-0001-9129-534X"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dejun Zhang","raw_affiliation_strings":["School of Geography and Information Engineering, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-9129-534X","affiliations":[{"raw_affiliation_string":"School of Geography and Information Engineering, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050409554","display_name":"Neng Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Neng Hou","raw_affiliation_strings":["School of Computer Science, Yangtze University, Jingzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Yangtze University, Jingzhou, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100392796","display_name":"Bin Zhang","orcid":"https://orcid.org/0000-0001-9545-2760"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-9545-2760","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0768,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.79199073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"17","issue":"12","first_page":"2060","last_page":"2064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9983000159263611,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.996999979019165,"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":0.7779410481452942},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.6147443652153015},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.6089569926261902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5884760022163391},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.5303037166595459},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4976799786090851},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.49368008971214294},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.455271452665329},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4342021644115448},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.42995569109916687},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3898400366306305},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.340225487947464},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32999640703201294},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2641561031341553},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1353771984577179}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7779410481452942},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.6147443652153015},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.6089569926261902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5884760022163391},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.5303037166595459},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4976799786090851},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.49368008971214294},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.455271452665329},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4342021644115448},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.42995569109916687},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3898400366306305},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.340225487947464},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32999640703201294},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2641561031341553},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1353771984577179},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2019.2963477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2019.2963477","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1450514252","display_name":null,"funder_award_id":"2019M662709","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3169437152","display_name":null,"funder_award_id":"41871368","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G570601002","display_name":null,"funder_award_id":"41601352","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1677409904","https://openalex.org/W2030233108","https://openalex.org/W2033413929","https://openalex.org/W2047243114","https://openalex.org/W2052094314","https://openalex.org/W2079700955","https://openalex.org/W2108798731","https://openalex.org/W2110375187","https://openalex.org/W2110482581","https://openalex.org/W2115072079","https://openalex.org/W2147555557","https://openalex.org/W2151103935","https://openalex.org/W2156290503","https://openalex.org/W2165698076","https://openalex.org/W2190599092","https://openalex.org/W2290958930","https://openalex.org/W2589547048","https://openalex.org/W2733413038","https://openalex.org/W2781542913","https://openalex.org/W2800324071","https://openalex.org/W2917905493","https://openalex.org/W2922354583","https://openalex.org/W2943394081","https://openalex.org/W2970547908","https://openalex.org/W3145984249","https://openalex.org/W6637400245"],"related_works":["https://openalex.org/W2426195296","https://openalex.org/W1970834875","https://openalex.org/W2542788974","https://openalex.org/W2367847708","https://openalex.org/W2135643201","https://openalex.org/W2370810807","https://openalex.org/W2368895820","https://openalex.org/W2156531368","https://openalex.org/W2548524143","https://openalex.org/W1837349379"],"abstract_inverted_index":{"Multimodal":[0],"image":[1,10,132],"registration":[2,108,145],"is":[3,99,117],"critical":[4],"yet":[5],"challenging":[6],"for":[7],"remote":[8,112],"sensing":[9,113],"processing.":[11],"Due":[12],"to":[13,27,65,76,101],"the":[14,20,35,77,103,107,110,121,137],"large":[15],"nonlinear":[16],"intensity":[17],"differences":[18],"between":[19,88],"multimodal":[21,111],"images,":[22],"conventional":[23],"search":[24,55,96],"algorithms":[25,127],"tend":[26],"get":[28],"trapped":[29],"into":[30],"local":[31,104],"optima":[32],"when":[33],"optimizing":[34],"transformation":[36],"parameters":[37],"by":[38,48],"maximizing":[39],"mutual":[40],"information":[41,87],"(MI).":[42],"To":[43],"address":[44],"this":[45],"problem,":[46],"inspired":[47],"transfer":[49,58],"learning,":[50],"we":[51],"propose":[52],"a":[53],"novel":[54],"algorithm":[56,123,141],"named":[57],"optimization":[59],"(TO),":[60],"which":[61,98],"can":[62,85],"be":[63],"applied":[64],"any":[66],"optimizer.":[67],"In":[68],"TO,":[69],"an":[70],"optimizer":[71,79],"transfers":[72],"its":[73],"better":[74],"individuals":[75],"other":[78],"in":[80,142],"each":[81],"iteration.":[82],"Thus,":[83],"TO":[84,116],"share":[86],"two":[89],"optimizers":[90],"and":[91,130],"take":[92],"advantage":[93],"of":[94,109,139,144],"their":[95],"mechanisms,":[97],"helpful":[100],"avoid":[102],"optima.":[105],"Then,":[106],"images":[114],"using":[115],"presented.":[118],"We":[119],"compare":[120],"proposed":[122],"with":[124],"several":[125],"state-of-the-art":[126],"on":[128],"real":[129],"simulated":[131],"pairs.":[133],"Experimental":[134],"results":[135],"demonstrate":[136],"superiority":[138],"our":[140],"terms":[143],"accuracy.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
