{"id":"https://openalex.org/W4407466394","doi":"https://doi.org/10.1109/iccvit63928.2024.10872583","title":"Hyperspectral and Multispectral image Fusion based on diffusion model and MergeCNN","display_name":"Hyperspectral and Multispectral image Fusion based on diffusion model and MergeCNN","publication_year":2024,"publication_date":"2024-11-24","ids":{"openalex":"https://openalex.org/W4407466394","doi":"https://doi.org/10.1109/iccvit63928.2024.10872583"},"language":"en","primary_location":{"id":"doi:10.1109/iccvit63928.2024.10872583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvit63928.2024.10872583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Computer, Vision and Intelligent Technology (ICCVIT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100317994","display_name":"Wei Li","orcid":"https://orcid.org/0000-0001-7015-7335"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["Beijing Information Science and Technology University,Automation School,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University,Automation School,Beijing,China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043352633","display_name":"Lu Li","orcid":"https://orcid.org/0000-0001-6679-7145"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Li","raw_affiliation_strings":["Beijing Information Science and Technology University,Automation School,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University,Automation School,Beijing,China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110327754","display_name":"Man Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Peng","raw_affiliation_strings":["Chinese Academy of Sciences,Aerospace Information Research Institute,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Aerospace Information Research Institute,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zongzheng Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongzheng Yan","raw_affiliation_strings":["Beijing Information Science and Technology University,Automation School,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University,Automation School,Beijing,China","institution_ids":["https://openalex.org/I78675632"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7967,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77387969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9825999736785889,"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":0.9825999736785889,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9715999960899353,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.8921762704849243},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8152297735214233},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.6611857414245605},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5603123307228088},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5497945547103882},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5179578065872192},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47128644585609436},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.46912717819213867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.442740261554718},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.40581411123275757},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32549625635147095},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.29340505599975586},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08161312341690063}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8921762704849243},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8152297735214233},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6611857414245605},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5603123307228088},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5497945547103882},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5179578065872192},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47128644585609436},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.46912717819213867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.442740261554718},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.40581411123275757},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32549625635147095},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.29340505599975586},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08161312341690063},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccvit63928.2024.10872583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvit63928.2024.10872583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Computer, Vision and Intelligent Technology (ICCVIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326666","display_name":"Beijing Information Science and Technology University","ror":"https://ror.org/04xnqep60"},{"id":"https://openalex.org/F4320326981","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2462592242","https://openalex.org/W2619662254","https://openalex.org/W2777033955","https://openalex.org/W2798987894","https://openalex.org/W2963007295","https://openalex.org/W2963183385","https://openalex.org/W3023991509","https://openalex.org/W3096904276","https://openalex.org/W4283732315","https://openalex.org/W4312933868","https://openalex.org/W4388948873"],"related_works":["https://openalex.org/W2022304901","https://openalex.org/W2018850895","https://openalex.org/W1987483041","https://openalex.org/W2988577871","https://openalex.org/W4391030644","https://openalex.org/W4205174160","https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"diffusion":[3,27,41,80],"models":[4],"have":[5],"attracted":[6],"attention":[7],"for":[8,44],"Hyperspectral":[9],"and":[10,46,61,67,89],"Multi-spectral":[11],"image":[12,48,88],"fusion":[13],"or":[14],"Pansharping.":[15],"However,":[16],"a":[17,40,69],"little":[18],"noise":[19,73],"often":[20],"remains":[21],"in":[22,57,72],"the":[23,31,52,79,84,87,91,94],"images":[24],"generated":[25],"by":[26],"models,":[28],"which":[29,55],"affects":[30],"final":[32],"quality.":[33],"To":[34],"mitigate":[35],"this":[36],"issue,":[37],"we":[38],"propose":[39],"model-based":[42],"method":[43],"hyperspectral":[45],"multispectral":[47],"fusion.":[49],"We":[50],"introduce":[51],"MergeCNN":[53,75],"module,":[54],"excels":[56],"local":[58],"feature":[59,62],"extraction":[60],"representation":[63],"through":[64],"deep":[65],"convolution,":[66],"has":[68],"significant":[70],"advantage":[71],"suppression.The":[74],"module":[76],"combined":[77],"with":[78],"model":[81],"further":[82],"optimises":[83],"details":[85],"of":[86,93],"improves":[90],"quality":[92],"image.":[95],"Experimental":[96],"results":[97],"on":[98],"two":[99],"public":[100],"datasets":[101],"show":[102],"that":[103],"DIFF-Merge":[104],"exhibits":[105],"advanced":[106],"performance":[107],"compared":[108],"to":[109],"existing":[110],"commonly":[111],"used":[112],"methods.":[113]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
