{"id":"https://openalex.org/W4404520532","doi":"https://doi.org/10.1109/tcsvt.2024.3502200","title":"Fusion2Void: Unsupervised Multi-Focus Image Fusion Based on Image Inpainting","display_name":"Fusion2Void: Unsupervised Multi-Focus Image Fusion Based on Image Inpainting","publication_year":2024,"publication_date":"2024-11-19","ids":{"openalex":"https://openalex.org/W4404520532","doi":"https://doi.org/10.1109/tcsvt.2024.3502200"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3502200","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3502200","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5101797790","display_name":"Huangxing Lin","orcid":"https://orcid.org/0000-0001-6247-586X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huangxing Lin","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-6247-586X","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004387958","display_name":"Yunlong Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Lin","raw_affiliation_strings":["School of Informatics, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-3882-158X","affiliations":[{"raw_affiliation_string":"School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078507701","display_name":"Jingyuan Xia","orcid":"https://orcid.org/0000-0003-4329-0354"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyuan Xia","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-4329-0354","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048533373","display_name":"Linyu Fan","orcid":"https://orcid.org/0009-0003-3209-1496"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyu Fan","raw_affiliation_strings":["School of Informatics, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0009-0003-3209-1496","affiliations":[{"raw_affiliation_string":"School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450450","display_name":"Feifei Li","orcid":"https://orcid.org/0000-0001-5629-267X"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifei Li","raw_affiliation_strings":["School of Informatics, Xiamen University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086977108","display_name":"Yingying Wang","orcid":"https://orcid.org/0009-0004-3748-1191"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Wang","raw_affiliation_strings":["Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, Xiamen, China","Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, China"],"raw_orcid":"https://orcid.org/0009-0004-3748-1191","affiliations":[{"raw_affiliation_string":"Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052820597","display_name":"Xinghao Ding","orcid":"https://orcid.org/0000-0003-2288-5287"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinghao Ding","raw_affiliation_strings":["Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, Xiamen, China","Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, China"],"raw_orcid":"https://orcid.org/0000-0003-2288-5287","affiliations":[{"raw_affiliation_string":"Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5251,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.93506654,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"35","issue":"4","first_page":"3328","last_page":"3341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9186000227928162,"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/inpainting","display_name":"Inpainting","score":0.7800167798995972},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.746776819229126},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.7137095928192139},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.646865963935852},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6286476254463196},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6081598401069641},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5948537588119507},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4498087167739868},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4114089906215668},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.41043755412101746}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.7800167798995972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.746776819229126},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.7137095928192139},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.646865963935852},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6286476254463196},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6081598401069641},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5948537588119507},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4498087167739868},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4114089906215668},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41043755412101746},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3502200","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3502200","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1136497997","display_name":null,"funder_award_id":"230101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4629629349","display_name":null,"funder_award_id":"82272071","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4851854195","display_name":null,"funder_award_id":"62271430","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5115423372","display_name":"\u9762\u5411\u6c34\u4e0b\u5149\u5b66\u56fe\u50cf\u76ee\u6807\u68c0\u6d4b\u4e0e\u8bc6\u522b\u7684\u8f7b\u91cf\u7ea7\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7814\u7a76","funder_award_id":"61971369","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5339618318","display_name":null,"funder_award_id":"82172033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5510185528","display_name":null,"funder_award_id":"2022M723914","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5851501073","display_name":null,"funder_award_id":"62201588","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6130862679","display_name":null,"funder_award_id":"U19B2031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G652740980","display_name":null,"funder_award_id":"20720230104","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7418738665","display_name":null,"funder_award_id":"52105126","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8729058847","display_name":null,"funder_award_id":"2023M744322","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1563899710","https://openalex.org/W1861492603","https://openalex.org/W1964641132","https://openalex.org/W1985972181","https://openalex.org/W1994714721","https://openalex.org/W1997632911","https://openalex.org/W1998599195","https://openalex.org/W1999034606","https://openalex.org/W2002285735","https://openalex.org/W2018332268","https://openalex.org/W2022653920","https://openalex.org/W2025133197","https://openalex.org/W2028555274","https://openalex.org/W2029411311","https://openalex.org/W2039465985","https://openalex.org/W2048661006","https://openalex.org/W2070006916","https://openalex.org/W2091484864","https://openalex.org/W2103504761","https://openalex.org/W2114066324","https://openalex.org/W2116702374","https://openalex.org/W2133665775","https://openalex.org/W2146353910","https://openalex.org/W2166204001","https://openalex.org/W2168783614","https://openalex.org/W2170163526","https://openalex.org/W2194775991","https://openalex.org/W2559870345","https://openalex.org/W2777967210","https://openalex.org/W2794731943","https://openalex.org/W2798987894","https://openalex.org/W2901572775","https://openalex.org/W2906859782","https://openalex.org/W2919059038","https://openalex.org/W2953321889","https://openalex.org/W2963530785","https://openalex.org/W2963787388","https://openalex.org/W2966587598","https://openalex.org/W2998529071","https://openalex.org/W3005272968","https://openalex.org/W3010335025","https://openalex.org/W3046194589","https://openalex.org/W3083574456","https://openalex.org/W3088623196","https://openalex.org/W3126855404","https://openalex.org/W3127812914","https://openalex.org/W3152946508","https://openalex.org/W3159235206","https://openalex.org/W3190808861","https://openalex.org/W3198582484","https://openalex.org/W4210571497","https://openalex.org/W4225672218","https://openalex.org/W4283732315","https://openalex.org/W4309730479","https://openalex.org/W4312938066","https://openalex.org/W4384916907","https://openalex.org/W4386590157","https://openalex.org/W4389891052","https://openalex.org/W4390241237","https://openalex.org/W4391952683","https://openalex.org/W4406457474","https://openalex.org/W6631190155","https://openalex.org/W6746047354","https://openalex.org/W6774006736"],"related_works":["https://openalex.org/W2919827088","https://openalex.org/W2725429296","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"],"abstract_inverted_index":{"Multi-focus":[0],"image":[1,25,47,61,85,98,103,109,137,159,169,176,183,211],"fusion":[2,71,83,214],"aims":[3],"to":[4,18,73,94,113,149,184,198,235],"integrate":[5],"clear":[6],"segments":[7],"from":[8,77,189],"different":[9],"partially":[10],"focused":[11,75,131,136,158,187,202],"images,":[12,192],"creating":[13],"an":[14,42,64,96,102,220],"\u2018all-in-focus\u2019":[15,217],"composite.":[16],"Due":[17],"the":[19,54,82,88,107,115,119,126,157,164,167,175,181,190,200,205,213],"lack":[20],"of":[21,56,152,166],"ground-truth":[22,58],"for":[23,34,45],"multi-focus":[24,46],"fusion,":[26,48],"supervised":[27],"deep":[28],"learning":[29],"methods":[30],"are":[31,91,161],"deemed":[32],"inappropriate":[33],"this":[35,38],"task.":[36,66,100],"In":[37],"paper,":[39],"we":[40],"present":[41],"unsupervised":[43,221],"approach":[44],"named":[49],"Fusion2Void.":[50],"Fusion2Void":[51,68],"ingeniously":[52],"tackles":[53],"challenge":[55],"missing":[57,116,123,201],"by":[59],"framing":[60],"inpainting":[62,99,104,177],"as":[63,110,193],"auxiliary":[65],"Specifically,":[67],"utilizes":[69],"a":[70,111],"network":[72,105,178,215],"merge":[74],"regions":[76,203],"multiple":[78],"source":[79,89,120,127,191,206],"images.":[80,121],"Following":[81],"process,":[84],"patches":[86,138,160,170],"in":[87,118,125,204,219],"images":[90,128,207,218],"randomly":[92],"dropped":[93],"construct":[95],"additional":[97],"Subsequently,":[101],"uses":[106],"fused":[108,182],"guide":[112],"restore":[114,199],"content":[117,124,188],"The":[122],"includes":[129],"both":[130],"and":[132,227],"defocused":[133,146,168],"regions.":[134],"Restoring":[135],"is":[139],"significantly":[140],"more":[141,153],"challenging":[142],"than":[143],"restoring":[144],"their":[145,150],"counterparts":[147],"due":[148],"inclusion":[151],"high-frequency":[154],"details.":[155],"If":[156],"effectively":[162],"restored,":[163],"repair":[165],"becomes":[171],"notably":[172],"easier.":[173],"Therefore,":[174],"implicitly":[179],"compels":[180],"incorporate":[185],"all":[186],"these":[194],"can":[195],"be":[196],"utilized":[197],"perfectly.":[208],"Based":[209],"on":[210,224],"inpainting,":[212],"generates":[216],"manner.":[222],"Experiments":[223],"several":[225],"synthetic":[226],"real-world":[228],"datasets":[229],"highlight":[230],"Fusion2Void\u2019s":[231],"state-of-the-art":[232],"performance":[233],"relative":[234],"other":[236],"methods.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
