{"id":"https://openalex.org/W4386473173","doi":"https://doi.org/10.1109/mmul.2023.3312136","title":"DSMGN: Dual-Supervised Mask Generation Network for Infrared and Visible Image Fusion","display_name":"DSMGN: Dual-Supervised Mask Generation Network for Infrared and Visible Image Fusion","publication_year":2023,"publication_date":"2023-09-06","ids":{"openalex":"https://openalex.org/W4386473173","doi":"https://doi.org/10.1109/mmul.2023.3312136"},"language":"en","primary_location":{"id":"doi:10.1109/mmul.2023.3312136","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mmul.2023.3312136","pdf_url":null,"source":{"id":"https://openalex.org/S72873717","display_name":"IEEE Multimedia","issn_l":"1070-986X","issn":["1070-986X","1941-0166"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 MultiMedia","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/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Yang","raw_affiliation_strings":["School of Computer Science and Technology,, Tiangong University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology,, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060646255","display_name":"Yukun Xia","orcid":"https://orcid.org/0009-0009-4320-8825"},"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":"Yukun Xia","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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuying Huang","raw_affiliation_strings":["School of Software,, Tiangong University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Software,, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","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"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021095227","display_name":"Xuemei Sun","orcid":"https://orcid.org/0000-0002-3964-0836"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuemei Sun","raw_affiliation_strings":["School of Computer Science and Technology,, Tiangong University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology,, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111595030"],"corresponding_institution_ids":["https://openalex.org/I198091727"],"apc_list":null,"apc_paid":null,"fwci":0.1588,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50362219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"30","issue":"4","first_page":"82","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9915000200271606,"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"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9865999817848206,"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":0.8063722252845764},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8017759323120117},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.6443083882331848},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5921756625175476},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.562294065952301},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5441705584526062},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.5096683502197266},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.45205917954444885},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4460523724555969},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4413266181945801},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4318815767765045},{"id":"https://openalex.org/keywords/backbone-network","display_name":"Backbone network","score":0.42570197582244873},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.40248730778694153},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16054126620292664}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8063722252845764},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8017759323120117},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6443083882331848},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5921756625175476},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.562294065952301},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5441705584526062},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.5096683502197266},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.45205917954444885},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4460523724555969},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4413266181945801},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4318815767765045},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.42570197582244873},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.40248730778694153},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16054126620292664},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mmul.2023.3312136","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mmul.2023.3312136","pdf_url":null,"source":{"id":"https://openalex.org/S72873717","display_name":"IEEE Multimedia","issn_l":"1070-986X","issn":["1070-986X","1941-0166"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 MultiMedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4731425590","display_name":null,"funder_award_id":"YC2021-B131","funder_id":"https://openalex.org/F4320325626","funder_display_name":"Education Department of Jiangxi Province"},{"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"},{"id":"https://openalex.org/G6825736493","display_name":null,"funder_award_id":"20232BAB212015","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G7956009394","display_name":null,"funder_award_id":"62261025","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},{"id":"https://openalex.org/F4320325626","display_name":"Education Department of Jiangxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1910108985","https://openalex.org/W2015148749","https://openalex.org/W2127227873","https://openalex.org/W2142060261","https://openalex.org/W2194775991","https://openalex.org/W2221102299","https://openalex.org/W2772136803","https://openalex.org/W2798018774","https://openalex.org/W2798987894","https://openalex.org/W2809795042","https://openalex.org/W2912147220","https://openalex.org/W2963446712","https://openalex.org/W3046194589","https://openalex.org/W3102515681","https://openalex.org/W3105639468","https://openalex.org/W3107998196","https://openalex.org/W3108042295","https://openalex.org/W3121751387","https://openalex.org/W3133700567","https://openalex.org/W3177349073","https://openalex.org/W3190808861","https://openalex.org/W3199296873"],"related_works":["https://openalex.org/W2391745328","https://openalex.org/W1971268144","https://openalex.org/W4214649316","https://openalex.org/W2554790198","https://openalex.org/W2788731446","https://openalex.org/W4390606538","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2139242969","https://openalex.org/W2379054866"],"abstract_inverted_index":{"Due":[0],"to":[1,79,102,107,137,158,164],"the":[2,8,18,24,69,81,104,109,114,130,149,166],"lack":[3],"of":[4,10,27,84,116,141,148],"reference":[5,118],"images":[6,30,86,119,142,155],"for":[7,120],"training":[9],"infrared":[11,85],"and":[12,64,134,186],"visible":[13],"image":[14,91,98],"fusion":[15,34,105,110,181],"(IVIF)":[16],"network,":[17,71],"deep":[19],"learning":[20],"models":[21],"cannot":[22],"fuse":[23],"modal":[25],"features":[26,83,147],"different":[28,146],"source":[29,150],"well,":[31],"resulting":[32],"in":[33,183],"results":[35,182],"that":[36,56,143],"are":[37,77,126,156],"biased":[38],"toward":[39],"one":[40],"modality.":[41],"This":[42],"study":[43],"proposes":[44],"an":[45,60,88],"IVIF":[46],"method":[47],"based":[48,128],"on":[49,129,145],"a":[50,160],"dual-supervised":[51],"mask":[52,90,97],"generation":[53],"network":[54,63,121,167],"(DSMGN)":[55],"includes":[57],"three":[58],"parts:":[59],"encoder\u2013decoder-based":[61],"backbone":[62,70],"two":[65,123,139,153],"image-generation":[66,124],"branches.":[67],"In":[68],"multiple":[72],"residual":[73],"dense":[74],"involution":[75],"blocks":[76],"constructed":[78],"extract":[80],"salient":[82],"so":[87],"accurate":[89],"can":[92],"be":[93],"generated.":[94],"The":[95],"generated":[96,154],"is":[99],"then":[100],"used":[101,157],"define":[103,159],"strategy":[106],"obtain":[108],"results.":[111],"To":[112],"solve":[113],"problem":[115],"no":[117],"training,":[122],"branches":[125],"designed":[127],"gray-level":[131],"cooccurrence":[132],"matrix":[133],"Gaussian":[135],"blur":[136],"generate":[138],"types":[140],"focus":[144],"images.":[151],"These":[152],"joint":[161],"loss":[162],"function":[163],"supervise":[165],"training.":[168],"Numerous":[169],"experiments":[170],"indicate":[171],"that,":[172],"compared":[173],"with":[174],"certain":[175],"state-of-the-art":[176],"methods,":[177],"DSMGN":[178],"achieves":[179],"better":[180],"both":[184],"subjective":[185],"objective":[187],"aspects.":[188]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}