{"id":"https://openalex.org/W4408353404","doi":"https://doi.org/10.1109/icassp49660.2025.10890297","title":"VPCI: Self-Supervised Visual Prompt-Guided Cross-Domain Interactive Image Fusion Framework","display_name":"VPCI: Self-Supervised Visual Prompt-Guided Cross-Domain Interactive Image Fusion Framework","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408353404","doi":"https://doi.org/10.1109/icassp49660.2025.10890297"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10890297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5034560500","display_name":"Yong Liu","orcid":"https://orcid.org/0000-0003-0007-2525"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210105229","display_name":"City University of Hong Kong, Shenzhen Research Institute","ror":"https://ror.org/00xc0ma20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105229"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Liu","raw_affiliation_strings":["Shenzhen Research Institute of Shandong University,Shenzhen,China,518057"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Research Institute of Shandong University,Shenzhen,China,518057","institution_ids":["https://openalex.org/I4210105229","https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102800466","display_name":"Chengyu Wu","orcid":"https://orcid.org/0009-0009-0450-8649"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyu Wu","raw_affiliation_strings":["Shandong University,School of Mechanical, Electrical & Information Engineering,Weihai,China,264209"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University,School of Mechanical, Electrical & Information Engineering,Weihai,China,264209","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041847409","display_name":"Jinhe Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayuan Cui","raw_affiliation_strings":["Shandong University,School of Mechanical, Electrical & Information Engineering,Weihai,China,264209"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University,School of Mechanical, Electrical & Information Engineering,Weihai,China,264209","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008984910","display_name":"Bin Jiang","orcid":"https://orcid.org/0000-0002-2897-5745"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210105229","display_name":"City University of Hong Kong, Shenzhen Research Institute","ror":"https://ror.org/00xc0ma20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105229"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Jiang","raw_affiliation_strings":["Shenzhen Research Institute of Shandong University,Shenzhen,China,518057"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Research Institute of Shandong University,Shenzhen,China,518057","institution_ids":["https://openalex.org/I4210105229","https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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":0.9945999979972839,"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":0.9945999979972839,"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/computer-science","display_name":"Computer science","score":0.7603989839553833},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.6154325604438782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5830081701278687},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.576755702495575},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5436798930168152},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.530245304107666},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5088541507720947},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09642091393470764}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7603989839553833},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6154325604438782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5830081701278687},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.576755702495575},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5436798930168152},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.530245304107666},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5088541507720947},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09642091393470764},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10890297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2809795042","https://openalex.org/W2912147220","https://openalex.org/W2998529071","https://openalex.org/W3035467948","https://openalex.org/W3110670586","https://openalex.org/W3133700567","https://openalex.org/W3185341429","https://openalex.org/W3190808861","https://openalex.org/W4220893768","https://openalex.org/W4225672218","https://openalex.org/W4308310215","https://openalex.org/W4312249431","https://openalex.org/W4312272720","https://openalex.org/W4312440143","https://openalex.org/W4312594135","https://openalex.org/W4313267411","https://openalex.org/W4366352735","https://openalex.org/W4379741379","https://openalex.org/W4386076504","https://openalex.org/W4386083029","https://openalex.org/W4389491034","https://openalex.org/W4390872797","https://openalex.org/W4390873110","https://openalex.org/W4390874575","https://openalex.org/W4402753825"],"related_works":["https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331","https://openalex.org/W2095903272","https://openalex.org/W1989561795"],"abstract_inverted_index":{"Image":[0],"fusion":[1,22,31,44,59,103],"combines":[2],"information":[3],"from":[4,74],"multi-modality":[5],"images":[6,11,104],"to":[7,25,82,87,100],"produce":[8],"high-quality":[9],"fused":[10],"with":[12,108],"enhanced":[13],"clarity,":[14],"contrast,":[15],"and":[16],"informativeness.":[17],"However,":[18],"limited":[19],"ground":[20],"truth":[21],"data":[23],"lead":[24],"difficulties":[26],"in":[27],"effectively":[28],"training":[29],"these":[30,48],"models.":[32],"Moreover,":[33],"current":[34],"studies":[35],"lack":[36],"of":[37],"fine-grained,":[38],"domain":[39],"style-specific":[40],"guidance":[41],"during":[42],"image":[43,58],"processing.":[45],"To":[46],"address":[47],"issues,":[49],"we":[50,92],"propose":[51],"a":[52,64,94],"self-supervised":[53],"Visual":[54,65],"Prompt-guided":[55,96],"Cross-Domain":[56],"Interactive":[57],"framework":[60,116],"(VPCI),":[61],"which":[62],"introduces":[63],"Prompt":[66],"Generation":[67],"(VPG)":[68],"strategy":[69],"that":[70,114],"embeds":[71],"visual":[72,109],"features":[73],"different":[75],"modalities":[76],"as":[77],"prompts,":[78],"guiding":[79],"the":[80],"model":[81],"learn":[83],"complementary":[84],"information.":[85],"Furthermore,":[86],"better":[88],"integrate":[89],"modality-specific":[90],"styles,":[91],"introduce":[93],"Cross-domain":[95],"Interaction":[97],"(CPI)":[98],"module":[99],"generate":[101],"information-rich":[102],"by":[105],"fully":[106],"interacting":[107],"prompts.":[110],"Experimental":[111],"results":[112],"show":[113],"our":[115],"outperforms":[117],"existing":[118],"state-of-the-art":[119],"methods.":[120],"The":[121],"code":[122],"is":[123],"available":[124],"at":[125],"https://github.com/liwead/VPCI.":[126]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}