{"id":"https://openalex.org/W4415708132","doi":"https://doi.org/10.1109/icme59968.2025.11210127","title":"DFDUN: Deep Infrared and Visible Image Fusion with Diffusion Prior Unfolding Network","display_name":"DFDUN: Deep Infrared and Visible Image Fusion with Diffusion Prior Unfolding Network","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4415708132","doi":"https://doi.org/10.1109/icme59968.2025.11210127"},"language":null,"primary_location":{"id":"doi:10.1109/icme59968.2025.11210127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11210127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-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/A5113427909","display_name":"Maoyi Xiong","orcid":null},"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":true,"raw_author_name":"Maoyi Xiong","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101630191","display_name":"Junjie Huang","orcid":"https://orcid.org/0000-0002-1996-8068"},"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":"Jun-Jie Huang","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100679794","display_name":"Zihan Chen","orcid":"https://orcid.org/0009-0007-8387-5687"},"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":"Zihan Chen","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102949546","display_name":"Tianrui Liu","orcid":"https://orcid.org/0000-0001-7926-3310"},"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":"Tianrui Liu","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028578817","display_name":"Xueqiong Li","orcid":"https://orcid.org/0000-0002-2364-4947"},"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":"Xueqiong Li","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342094","display_name":"Lin Liu","orcid":"https://orcid.org/0009-0009-8861-4237"},"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":"Lin Liu","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100781928","display_name":"Wentao Zhao","orcid":"https://orcid.org/0009-0002-1530-8975"},"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":"Wentao Zhao","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065371644","display_name":"Yuhua Tang","orcid":"https://orcid.org/0000-0002-4956-3379"},"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":"Yuhua Tang","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5113427909"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43916228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9886999726295471,"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":0.9886999726295471,"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/T11019","display_name":"Image Enhancement Techniques","score":0.00570000009611249,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.0006000000284984708,"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/fusion","display_name":"Fusion","score":0.7289999723434448},{"id":"https://openalex.org/keywords/opacity","display_name":"Opacity","score":0.7148000001907349},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6579999923706055},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.5913000106811523},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5611000061035156},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3580999970436096},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.35580000281333923}],"concepts":[{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.7289999723434448},{"id":"https://openalex.org/C60056205","wikidata":"https://www.wikidata.org/wiki/Q691914","display_name":"Opacity","level":2,"score":0.7148000001907349},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6579999923706055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5935999751091003},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.5913000106811523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5770999789237976},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5611000061035156},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41440001130104065},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3580999970436096},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.35580000281333923},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.32519999146461487},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.3246000111103058},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.31929999589920044},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3057999908924103},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.2935999929904938},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2822999954223633},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26010000705718994}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme59968.2025.11210127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11210127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1592674021","https://openalex.org/W2015810892","https://openalex.org/W2101542597","https://openalex.org/W2116702374","https://openalex.org/W2170245688","https://openalex.org/W2266694576","https://openalex.org/W2766499135","https://openalex.org/W2809795042","https://openalex.org/W2912147220","https://openalex.org/W2962772482","https://openalex.org/W3007891240","https://openalex.org/W3023203534","https://openalex.org/W3158080681","https://openalex.org/W3213472242","https://openalex.org/W4206390057","https://openalex.org/W4220893768","https://openalex.org/W4225992024","https://openalex.org/W4241414120","https://openalex.org/W4285600783","https://openalex.org/W4298009304","https://openalex.org/W4312594135","https://openalex.org/W4366352735","https://openalex.org/W4385805036","https://openalex.org/W4386076504","https://openalex.org/W4386083029","https://openalex.org/W4388706355","https://openalex.org/W4390872797","https://openalex.org/W4392903129","https://openalex.org/W4396621108","https://openalex.org/W4398765815","https://openalex.org/W4402981842","https://openalex.org/W4405755299","https://openalex.org/W4408182490"],"related_works":[],"abstract_inverted_index":{"Infrared":[0],"and":[1,12,21,34,54,99,107,115,147],"Visible":[2],"Image":[3],"Fusion":[4,57],"(IVF)":[5],"intends":[6],"to":[7],"aggregate":[8],"information":[9,111],"from":[10,30,112],"infrared":[11,53],"visible":[13,55],"modalities,":[14],"generating":[15,95],"comprehensive":[16],"images.":[17],"While":[18],"deep-unfolding-based":[19],"methods":[20,23],"diffusion-based":[22],"show":[24],"satisfactory":[25],"performances,":[26],"the":[27,39,69],"former":[28],"suffers":[29],"insufficiently":[31],"deterministic":[32],"priors,":[33],"latter":[35],"is":[36,86,151],"limited":[37],"by":[38],"inaccurate":[40],"prior":[41,60,72,114],"generation":[42,127],"or":[43],"opaque":[44],"working":[45],"mechanisms.":[46],"In":[47],"this":[48],"paper,":[49],"we":[50],"propose":[51],"Deep":[52],"image":[56],"with":[58,68,79,145],"Diffusion":[59,91],"Unfolding":[61],"Network":[62],"(DFDUN),":[63],"aiming":[64],"for":[65,94,123],"effective":[66],"fusion":[67,82,131],"generative":[70],"diffusion":[71,97,113],"in":[73,128],"a":[74,80,89,100,121],"transparent":[75,148],"mechanism.":[76],"DFDUN":[77,119,137],"starts":[78],"model-based":[81],"optimization":[83],"formulation,":[84],"which":[85],"unfolded":[87],"into":[88],"Denoising":[90],"Module":[92,103],"(DDM)":[93],"informative":[96],"prior,":[98],"Data":[101],"Consistent":[102],"(DCM)":[104],"that":[105,136],"transparently":[106],"effectively":[108],"aggregates":[109],"complementary":[110],"source":[116],"modalities.":[117],"Moreover,":[118],"employs":[120],"hypernetwork":[122],"adaptive":[124],"dictionary":[125],"parameter":[126],"DCM,":[129],"enhancing":[130],"flexibility.":[132],"Experimental":[133],"results":[134],"indicate":[135],"outperforms":[138],"existing":[139],"methods,":[140],"providing":[141],"superior":[142],"IVF":[143],"performance":[144],"efficient":[146],"fusion.":[149],"Code":[150],"available":[152],"at":[153],"https://github.com/XiongMaoyi2001/DFDUN.":[154]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-30T00:00:00"}
