{"id":"https://openalex.org/W4383899489","doi":"https://doi.org/10.1109/tnnls.2023.3271059","title":"MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion","display_name":"MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion","publication_year":2023,"publication_date":"2023-07-11","ids":{"openalex":"https://openalex.org/W4383899489","doi":"https://doi.org/10.1109/tnnls.2023.3271059","pmid":"https://pubmed.ncbi.nlm.nih.gov/37432812"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3271059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3271059","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5115076649","display_name":"Cheng Zhao","orcid":"https://orcid.org/0009-0004-1640-8710"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210145292","display_name":"Shenzhen University Health Science Center","ror":"https://ror.org/04yjbr930","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Zhao","raw_affiliation_strings":["Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","National-Regional Key Technology Engineering Laboratory for Medical Ultrasound and the Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China","School of Biomedical Engineering, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China","with the College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210145292"]},{"raw_affiliation_string":"National-Regional Key Technology Engineering Laboratory for Medical Ultrasound and the Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"School of Biomedical Engineering, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"with the College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101952356","display_name":"Peng Yang","orcid":"https://orcid.org/0000-0003-2781-6109"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210145292","display_name":"Shenzhen University Health Science Center","ror":"https://ror.org/04yjbr930","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Yang","raw_affiliation_strings":["Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","National-Regional Key Technology Engineering Laboratory for Medical Ultrasound and the Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China","School of Biomedical Engineering, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2781-6109","affiliations":[{"raw_affiliation_string":"Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210145292"]},{"raw_affiliation_string":"National-Regional Key Technology Engineering Laboratory for Medical Ultrasound and the Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"School of Biomedical Engineering, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047702220","display_name":"Feng Zhou","orcid":"https://orcid.org/0000-0001-6123-073X"},"institutions":[{"id":"https://openalex.org/I4210130704","display_name":"University of Michigan\u2013Dearborn","ror":"https://ror.org/035wtm547","country_code":"US","type":"education","lineage":["https://openalex.org/I4210130704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Zhou","raw_affiliation_strings":["Department of Industrial and Manufacturing, Systems Engineering, The University of Michigan, Dearborn, MI, USA"],"raw_orcid":"https://orcid.org/0000-0001-6123-073X","affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing, Systems Engineering, The University of Michigan, Dearborn, MI, USA","institution_ids":["https://openalex.org/I4210130704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030883042","display_name":"Guanghui Yue","orcid":"https://orcid.org/0000-0002-6761-8767"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210145292","display_name":"Shenzhen University Health Science Center","ror":"https://ror.org/04yjbr930","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Yue","raw_affiliation_strings":["Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","School of Biomedical Engineering, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China","National-Regional Key Technology Engineering Laboratory for Medical Ultrasound and the Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6761-8767","affiliations":[{"raw_affiliation_string":"Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210145292"]},{"raw_affiliation_string":"School of Biomedical Engineering, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"National-Regional Key Technology Engineering Laboratory for Medical Ultrasound and the Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088530627","display_name":"Shuigen Wang","orcid":"https://orcid.org/0000-0003-3598-0443"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shuigen Wang","raw_affiliation_strings":["Yantai IRay Technology Company Ltd., Yantai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yantai IRay Technology Company Ltd., Yantai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026540573","display_name":"Huisi Wu","orcid":"https://orcid.org/0000-0002-0399-9089"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huisi Wu","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0399-9089","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100668038","display_name":"Guoliang Chen","orcid":"https://orcid.org/0000-0001-6197-4608"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoliang Chen","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046543349","display_name":"Tianfu Wang","orcid":"https://orcid.org/0000-0002-1248-1214"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210145292","display_name":"Shenzhen University Health Science Center","ror":"https://ror.org/04yjbr930","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianfu Wang","raw_affiliation_strings":["Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","School of Biomedical Engineering, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China","National-Regional Key Technology Engineering Laboratory for Medical Ultrasound and the Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-1248-1214","affiliations":[{"raw_affiliation_string":"Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210145292"]},{"raw_affiliation_string":"School of Biomedical Engineering, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"National-Regional Key Technology Engineering Laboratory for Medical Ultrasound and the Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001212991","display_name":"Baiying Lei","orcid":"https://orcid.org/0000-0002-3087-2550"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210145292","display_name":"Shenzhen University Health Science Center","ror":"https://ror.org/04yjbr930","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baiying Lei","raw_affiliation_strings":["Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","National-Regional Key Technology Engineering Laboratory for Medical Ultrasound and the Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China","School of Biomedical Engineering, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3087-2550","affiliations":[{"raw_affiliation_string":"Marshall Laboratory of Biomedical Engineering, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210145292"]},{"raw_affiliation_string":"National-Regional Key Technology Engineering Laboratory for Medical Ultrasound and the Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"School of Biomedical Engineering, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0029,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.92324646,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"35","issue":"10","first_page":"13713","last_page":"13727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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":1.0,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9979000091552734,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9955000281333923,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6958656907081604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6727072596549988},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.6638102531433105},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5850210189819336},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5359879732131958},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5236337184906006},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5178720951080322},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4947587847709656},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4677313268184662},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.46640530228614807},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.4488247036933899},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.42248719930648804},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41797637939453125},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06544587016105652}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6958656907081604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6727072596549988},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6638102531433105},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5850210189819336},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5359879732131958},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5236337184906006},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5178720951080322},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4947587847709656},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4677313268184662},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.46640530228614807},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.4488247036933899},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.42248719930648804},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41797637939453125},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06544587016105652},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/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},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2023.3271059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3271059","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:37432812","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37432812","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6499999761581421,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2758357967","display_name":null,"funder_award_id":"62201360","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2816073044","display_name":"\u57fa\u4e8e\u81ea\u76d1\u7763\u5bf9\u6297\u5b66\u4e60\u7684\u5a74\u5e7c\u513f\u5148\u5fc3\u75c5\u8d85\u58f0\u667a\u80fd\u8bca\u65ad\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62071309","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3364578393","display_name":"\u5f71\u50cf\u57fa\u56e0\u7684\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u4e8e\u963f\u5c14\u8328\u6d77\u9ed8\u75c5\u8bca\u65ad\u548c\u9884\u6d4b\u7684\u591a\u65f6\u95f4\u70b9\u7814\u7a76","funder_award_id":"61871274","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4471255612","display_name":null,"funder_award_id":"2021M702263","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7596383720","display_name":null,"funder_award_id":"62001302","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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1563899710","https://openalex.org/W1964641132","https://openalex.org/W1965606870","https://openalex.org/W1989187133","https://openalex.org/W1999316653","https://openalex.org/W2058887147","https://openalex.org/W2091649119","https://openalex.org/W2133665775","https://openalex.org/W2139337230","https://openalex.org/W2142060261","https://openalex.org/W2315092518","https://openalex.org/W2532801510","https://openalex.org/W2552737937","https://openalex.org/W2744198280","https://openalex.org/W2746410086","https://openalex.org/W2752782242","https://openalex.org/W2798987894","https://openalex.org/W2898542970","https://openalex.org/W2912147220","https://openalex.org/W2922509574","https://openalex.org/W2923349434","https://openalex.org/W2940940727","https://openalex.org/W2941380944","https://openalex.org/W2941696098","https://openalex.org/W2945776902","https://openalex.org/W2960405182","https://openalex.org/W2963787388","https://openalex.org/W2966796017","https://openalex.org/W2966842987","https://openalex.org/W2969800413","https://openalex.org/W2974938852","https://openalex.org/W2990925814","https://openalex.org/W2996165363","https://openalex.org/W2999838674","https://openalex.org/W3005501565","https://openalex.org/W3005797775","https://openalex.org/W3006035769","https://openalex.org/W3007891240","https://openalex.org/W3011768656","https://openalex.org/W3011794065","https://openalex.org/W3013550206","https://openalex.org/W3015396480","https://openalex.org/W3016410830","https://openalex.org/W3030921250","https://openalex.org/W3035441328","https://openalex.org/W3046194589","https://openalex.org/W3046208861","https://openalex.org/W3047678576","https://openalex.org/W3083574456","https://openalex.org/W3093251486","https://openalex.org/W3105639468","https://openalex.org/W3107793487","https://openalex.org/W3166023800","https://openalex.org/W3176668706","https://openalex.org/W3198656026","https://openalex.org/W4210365123","https://openalex.org/W6782193401"],"related_works":["https://openalex.org/W2391745328","https://openalex.org/W2788731446","https://openalex.org/W4390606538","https://openalex.org/W2095903272","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2549658594","https://openalex.org/W2370195708","https://openalex.org/W1490651872"],"abstract_inverted_index":{"Image":[0],"fusion":[1,82,150,158,173,177,191],"technology":[2],"aims":[3,154],"to":[4,51,90,118,125,155,160,170,221],"obtain":[5],"a":[6,10,64,79,157],"comprehensive":[7],"image":[8,74,159,174,178,192,212],"containing":[9],"specific":[11],"target":[12],"or":[13],"detailed":[14,55],"information":[15,30,56,93,101,121,196,199],"by":[16],"fusing":[17],"data":[18],"of":[19,35,42,54,88,107,129,149,210,227],"different":[20,95,108,123],"modalities.":[21,109],"However,":[22],"many":[23],"deep":[24],"learning-based":[25],"algorithms":[26,224],"consider":[27],"edge":[28,114,120,130,176,186],"texture":[29],"through":[31],"loss":[32,53,102,128],"functions":[33],"instead":[34],"specifically":[36],"constructing":[37],"network":[38,70],"modules.":[39],"The":[40,152,189],"influence":[41],"the":[43,52,86,104,127,135,140,147,162,166,172,184,216,222],"middle":[44,105],"layer":[45],"features":[46],"is":[47,219],"ignored,":[48],"which":[49,99],"leads":[50],"between":[57,139],"layers.":[58],"In":[59],"this":[60],"article,":[61],"we":[62,77,111,133],"propose":[63],"multidiscriminator":[65],"hierarchical":[66,80],"wavelet":[67,81],"generative":[68],"adversarial":[69,136,201],"(MHW-GAN)":[71],"for":[72,145],"multimodal":[73,211],"fusion.":[75],"First,":[76],"construct":[78],"(HWF)":[83],"module":[84,116],"as":[85],"generator":[87,141,153],"MHW-GAN":[89],"fuse":[91],"feature":[92],"at":[94],"levels":[96],"and":[97,142,175,183,197,206,230],"scales,":[98],"avoids":[100],"in":[103,225],"layers":[106],"Second,":[110],"design":[112],"an":[113],"perception":[115],"(EPM)":[117],"integrate":[119],"from":[122,179],"modalities":[124],"avoid":[126],"information.":[131],"Third,":[132],"leverage":[134],"learning":[137],"relationship":[138],"three":[143,163,167],"discriminators":[144,168],"constraining":[146],"generation":[148],"images.":[151],"generate":[156],"fool":[161],"discriminators,":[164],"while":[165],"aim":[169],"distinguish":[171],"two":[180],"source":[181],"images":[182],"joint":[185],"image,":[187],"respectively.":[188],"final":[190],"contains":[193],"both":[194,228],"intensity":[195],"structure":[198],"via":[200],"learning.":[202],"Experiments":[203],"on":[204],"public":[205],"self-collected":[207],"four":[208],"types":[209],"datasets":[213],"show":[214],"that":[215],"proposed":[217],"algorithm":[218],"superior":[220],"previous":[223],"terms":[226],"subjective":[229],"objective":[231],"evaluation.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}