{"id":"https://openalex.org/W3115776022","doi":"https://doi.org/10.1109/tim.2020.3046911","title":"Multimodal Medical Image Fusion Based on Weighted Local Energy Matching Measurement and Improved Spatial Frequency","display_name":"Multimodal Medical Image Fusion Based on Weighted Local Energy Matching Measurement and Improved Spatial Frequency","publication_year":2020,"publication_date":"2020-12-23","ids":{"openalex":"https://openalex.org/W3115776022","doi":"https://doi.org/10.1109/tim.2020.3046911","mag":"3115776022"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2020.3046911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2020.3046911","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","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/A5111595030","display_name":"Yong Yang","orcid":"https://orcid.org/0000-0002-9831-8783"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Yang","raw_affiliation_strings":["School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002019768","display_name":"Sihua Cao","orcid":"https://orcid.org/0000-0003-0013-9160"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sihua Cao","raw_affiliation_strings":["School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076023006","display_name":"Shuying Huang","orcid":"https://orcid.org/0000-0003-2771-8461"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]},{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuying Huang","raw_affiliation_strings":["School of Computer Science and Technology, Tiangong University, Tianjin, China","School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]},{"raw_affiliation_string":"School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034881756","display_name":"Weiguo Wan","orcid":"https://orcid.org/0000-0002-3537-979X"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Wan","raw_affiliation_strings":["School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111595030"],"corresponding_institution_ids":["https://openalex.org/I59649739"],"apc_list":null,"apc_paid":null,"fwci":2.2905,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.90865163,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"70","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9914000034332275,"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"}},{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9905999898910522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.7286227345466614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6944506168365479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6080898642539978},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5965958833694458},{"id":"https://openalex.org/keywords/diagonal","display_name":"Diagonal","score":0.5341989398002625},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4938808083534241},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4546026885509491},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4387854337692261},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.417156457901001},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4133760929107666},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28162649273872375},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2427726686000824}],"concepts":[{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.7286227345466614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6944506168365479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6080898642539978},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5965958833694458},{"id":"https://openalex.org/C130367717","wikidata":"https://www.wikidata.org/wiki/Q189791","display_name":"Diagonal","level":2,"score":0.5341989398002625},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4938808083534241},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4546026885509491},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4387854337692261},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.417156457901001},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4133760929107666},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28162649273872375},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2427726686000824},{"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":1,"locations":[{"id":"doi:10.1109/tim.2020.3046911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2020.3046911","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1347229921","display_name":null,"funder_award_id":"61862030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G259315037","display_name":null,"funder_award_id":"20192ACB20002","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G2839345977","display_name":null,"funder_award_id":"20192ACBL21008","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G3114494415","display_name":null,"funder_award_id":"61662026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6245653521","display_name":null,"funder_award_id":"62072218","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/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W79405465","https://openalex.org/W811864384","https://openalex.org/W1514154248","https://openalex.org/W1965489258","https://openalex.org/W1976272929","https://openalex.org/W1980102592","https://openalex.org/W1980382026","https://openalex.org/W1987850091","https://openalex.org/W1997480692","https://openalex.org/W1999316653","https://openalex.org/W2003356694","https://openalex.org/W2005073548","https://openalex.org/W2014886478","https://openalex.org/W2033557294","https://openalex.org/W2036836025","https://openalex.org/W2043114224","https://openalex.org/W2044867573","https://openalex.org/W2056453212","https://openalex.org/W2059111949","https://openalex.org/W2066667210","https://openalex.org/W2075654948","https://openalex.org/W2081195086","https://openalex.org/W2102584639","https://openalex.org/W2107115785","https://openalex.org/W2108391479","https://openalex.org/W2108901096","https://openalex.org/W2116702374","https://openalex.org/W2123813753","https://openalex.org/W2129812935","https://openalex.org/W2133665775","https://openalex.org/W2145152441","https://openalex.org/W2146353910","https://openalex.org/W2153777140","https://openalex.org/W2158126932","https://openalex.org/W2160352516","https://openalex.org/W2168783614","https://openalex.org/W2293879958","https://openalex.org/W2339983363","https://openalex.org/W2340035164","https://openalex.org/W2411377185","https://openalex.org/W2461664044","https://openalex.org/W2461906487","https://openalex.org/W2489975106","https://openalex.org/W2512742053","https://openalex.org/W2589745805","https://openalex.org/W2590003272","https://openalex.org/W2744198280","https://openalex.org/W2746410086","https://openalex.org/W2751011928","https://openalex.org/W2808591023","https://openalex.org/W2891209129","https://openalex.org/W2898653582","https://openalex.org/W2901100349","https://openalex.org/W2912551047","https://openalex.org/W2933486688","https://openalex.org/W3007891240","https://openalex.org/W3125032682","https://openalex.org/W3145472506","https://openalex.org/W6603183647","https://openalex.org/W6678184052"],"related_works":["https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2549658594","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331","https://openalex.org/W2095903272"],"abstract_inverted_index":{"Multimodal":[0],"medical":[1,25,29,182,220],"image":[2,30,85,164],"fusion":[3,43,100,110,146,196],"(MMIF)":[4],"technology":[5],"can":[6],"effectively":[7],"improve":[8],"the":[9,66,103,119,123,127,133,136,141,162,169,186,194,206],"efficiency":[10],"and":[11,18,42,60,90,140,152,173,201,217],"accuracy":[12],"of":[13,24,126,135,181,209,219],"doctors":[14],"in":[15,94,198],"clinical":[16],"diagnosis":[17],"treatment":[19],"by":[20,117,167],"combining":[21,168],"different":[22],"modes":[23],"images":[26,183],"into":[27,86],"a":[28,48,75,83,99,108,145],"with":[31,193],"rich":[32],"information.":[33],"To":[34],"achieve":[35],"an":[36],"optimal":[37],"balance":[38],"between":[39,122],"computational":[40],"loss":[41],"quality,":[44],"this":[45,210],"article":[46,211],"presents":[47],"new":[49],"MMIF":[50],"method":[51,188],"based":[52,148],"on":[53,149,178],"weighted":[54],"local":[55],"energy":[56],"matching":[57,120],"measurement":[58],"(WLEMM)":[59],"improved":[61,150],"spatial":[62],"frequency":[63],"(SF).":[64],"First,":[65],"latent":[67],"low-rank":[68],"representation":[69],"(LatLRR)":[70],"is":[71,79,115,155,165,212],"employed":[72],"to":[73,81,96,157],"learn":[74],"decomposition":[76],"matrix":[77],"that":[78,185],"applied":[80],"decompose":[82],"source":[84],"its":[87],"base":[88,104,128,171],"part":[89,172],"saliency":[91,159,174],"part.":[92,175],"Then,":[93],"order":[95],"adaptively":[97],"select":[98],"strategy":[101,147],"for":[102,214],"part,":[105],"we":[106],"propose":[107],"novel":[109],"rule,":[111],"namely":[112],"WLEMM,":[113],"which":[114],"constructed":[116],"calculating":[118],"degree":[121],"corresponding":[124],"pixels":[125],"parts.":[129,160],"Meanwhile,":[130],"after":[131],"considering":[132],"characteristics":[134],"main":[137],"diagonal":[138,143],"SF":[139,151],"secondary":[142],"SF,":[144],"L2":[153],"norm":[154],"designed":[156],"merge":[158],"Finally,":[161],"fused":[163,170],"obtained":[166],"Various":[176],"experiments":[177],"multiple":[179],"groups":[180],"demonstrate":[184],"proposed":[187],"has":[189],"superior":[190],"performance":[191],"compared":[192],"state-of-the-art":[195],"methods,":[197],"subjective":[199],"visual":[200],"objective":[202],"index":[203],"evaluations.":[204],"Furthermore,":[205],"research":[207],"work":[208],"helpful":[213],"further":[215],"detection":[216],"segmentation":[218],"images.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
