{"id":"https://openalex.org/W4386362621","doi":"https://doi.org/10.1109/isbi53787.2023.10230436","title":"SC-GAN: Structure Consistent GAN for Modality Transfer with FFT and Multi-Scale Perception","display_name":"SC-GAN: Structure Consistent GAN for Modality Transfer with FFT and Multi-Scale Perception","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4386362621","doi":"https://doi.org/10.1109/isbi53787.2023.10230436"},"language":"en","primary_location":{"id":"doi:10.1109/isbi53787.2023.10230436","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi53787.2023.10230436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","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/A5092061406","display_name":"Ruiling Xi","orcid":"https://orcid.org/0000-0002-4421-4022"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiling Xi","raw_affiliation_strings":["Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering,Shenzhen,China,518055"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005469875","display_name":"Yinglin Zhang","orcid":"https://orcid.org/0000-0002-3126-8785"},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinglin Zhang","raw_affiliation_strings":["University of Nottingham Ningbo China,School of Computer Science,Ningbo,China,315100","Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham Ningbo China,School of Computer Science,Ningbo,China,315100","institution_ids":["https://openalex.org/I13591777"]},{"raw_affiliation_string":"Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046750599","display_name":"Ruibin Bai","orcid":"https://orcid.org/0000-0003-1722-568X"},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruibin Bai","raw_affiliation_strings":["University of Nottingham Ningbo China,School of Computer Science,Ningbo,China,315100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham Ningbo China,School of Computer Science,Ningbo,China,315100","institution_ids":["https://openalex.org/I13591777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086896418","display_name":"Risa Higashita","orcid":"https://orcid.org/0000-0002-8160-2841"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I4210096693","display_name":"Tomey (Japan)","ror":"https://ror.org/00c06mw10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210096693"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Risa Higashita","raw_affiliation_strings":["Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering,Shenzhen,China,518055","Tomey Corporation, Nagoya, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Tomey Corporation, Nagoya, Japan","institution_ids":["https://openalex.org/I4210096693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100325209","display_name":"Jiang Liu","orcid":"https://orcid.org/0000-0001-6281-6505"},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Liu","raw_affiliation_strings":["Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering,Shenzhen,China,518055","School of Computer Science, University of Nottingham Ningbo China, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"School of Computer Science, University of Nottingham Ningbo China, Ningbo, China","institution_ids":["https://openalex.org/I13591777"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09786447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9984999895095825,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9968000054359436,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9966999888420105,"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/microscope","display_name":"Microscope","score":0.772026777267456},{"id":"https://openalex.org/keywords/specular-reflection","display_name":"Specular reflection","score":0.6969860792160034},{"id":"https://openalex.org/keywords/confocal","display_name":"Confocal","score":0.5696116089820862},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.5451660752296448},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5213119387626648},{"id":"https://openalex.org/keywords/microscopy","display_name":"Microscopy","score":0.4594517648220062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45666176080703735},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45492663979530334},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4520348608493805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4413694143295288},{"id":"https://openalex.org/keywords/optical-transfer-function","display_name":"Optical transfer function","score":0.43819302320480347},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4262758791446686},{"id":"https://openalex.org/keywords/structured-light","display_name":"Structured light","score":0.4109047055244446},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10611632466316223},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09616121649742126},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08772838115692139}],"concepts":[{"id":"https://openalex.org/C67649825","wikidata":"https://www.wikidata.org/wiki/Q196538","display_name":"Microscope","level":2,"score":0.772026777267456},{"id":"https://openalex.org/C118381688","wikidata":"https://www.wikidata.org/wiki/Q1079524","display_name":"Specular reflection","level":2,"score":0.6969860792160034},{"id":"https://openalex.org/C136009344","wikidata":"https://www.wikidata.org/wiki/Q336201","display_name":"Confocal","level":2,"score":0.5696116089820862},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.5451660752296448},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5213119387626648},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.4594517648220062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45666176080703735},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45492663979530334},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4520348608493805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4413694143295288},{"id":"https://openalex.org/C175231954","wikidata":"https://www.wikidata.org/wiki/Q1942321","display_name":"Optical transfer function","level":2,"score":0.43819302320480347},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4262758791446686},{"id":"https://openalex.org/C193581530","wikidata":"https://www.wikidata.org/wiki/Q683778","display_name":"Structured light","level":2,"score":0.4109047055244446},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10611632466316223},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09616121649742126},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08772838115692139},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi53787.2023.10230436","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi53787.2023.10230436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1976468890","https://openalex.org/W1976563834","https://openalex.org/W1978803831","https://openalex.org/W1981276685","https://openalex.org/W2011260964","https://openalex.org/W2059293571","https://openalex.org/W2125389028","https://openalex.org/W2153571188","https://openalex.org/W2166538457","https://openalex.org/W2904777645","https://openalex.org/W2962784654","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W3111521801","https://openalex.org/W3176466780","https://openalex.org/W3186990093","https://openalex.org/W6678815747"],"related_works":["https://openalex.org/W3102476392","https://openalex.org/W4245158446","https://openalex.org/W2776588274","https://openalex.org/W2032337137","https://openalex.org/W2319415335","https://openalex.org/W2615020551","https://openalex.org/W4244928564","https://openalex.org/W4312294172","https://openalex.org/W1782140124","https://openalex.org/W2064110996"],"abstract_inverted_index":{"The":[0,35],"quality":[1,28,44],"of":[2,29,100],"the":[3,14,22,26,30,58,62,66,72,98],"cornea":[4],"endothelial":[5],"microscopy":[6],"image":[7,43],"is":[8,18,33,38],"critical":[9],"for":[10,42],"clinical":[11],"analysis.":[12],"Although":[13],"noncontact":[15],"specular":[16,31,63],"microscope":[17,32,64],"more":[19],"user-friendly":[20],"than":[21],"contact":[23],"confocal":[24,67],"microscope,":[25],"imaging":[27,59],"lower.":[34],"modality":[36],"transfer":[37,57],"a":[39,49,83],"promising":[40],"solution":[41],"enhancement.":[45],"This":[46],"paper":[47],"proposes":[48],"Structure":[50],"Consistent":[51],"Generative":[52],"Adversarial":[53],"Network":[54],"(SC-GAN)":[55],"to":[56,65,77,87],"style":[60],"from":[61],"microscope.":[68],"Specifically,":[69],"we":[70],"use":[71],"Fourier":[73],"frequency":[74],"domain":[75],"consistency":[76],"preserve":[78],"cell":[79,92],"structure":[80],"and":[81],"propose":[82],"multi-scale":[84],"perception":[85],"discriminator":[86],"improve":[88],"model":[89],"robustness":[90],"under":[91],"size":[93],"variation.":[94],"Experiment":[95],"results":[96],"prove":[97],"effectiveness":[99],"our":[101],"method.":[102]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}