{"id":"https://openalex.org/W4392003983","doi":"https://doi.org/10.3390/a17030092","title":"An Iris Image Super-Resolution Model Based on Swin Transformer and Generative Adversarial Network","display_name":"An Iris Image Super-Resolution Model Based on Swin Transformer and Generative Adversarial Network","publication_year":2024,"publication_date":"2024-02-20","ids":{"openalex":"https://openalex.org/W4392003983","doi":"https://doi.org/10.3390/a17030092"},"language":"en","primary_location":{"id":"doi:10.3390/a17030092","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a17030092","pdf_url":"https://www.mdpi.com/1999-4893/17/3/92/pdf?version=1708429155","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/17/3/92/pdf?version=1708429155","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073457966","display_name":"Hexin Lu","orcid":"https://orcid.org/0009-0003-6851-450X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hexin Lu","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun 130012, China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun 130012, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun 130012, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun 130012, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100617547","display_name":"Xiaodong Zhu","orcid":"https://orcid.org/0000-0002-7200-7629"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Zhu","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun 130012, China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun 130012, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun 130012, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun 130012, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034075116","display_name":"Jingwei Cui","orcid":"https://orcid.org/0000-0002-8361-9284"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingwei Cui","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun 130012, China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun 130012, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun 130012, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun 130012, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101925672","display_name":"Haifeng Jiang","orcid":"https://orcid.org/0000-0002-1309-1365"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Jiang","raw_affiliation_strings":["College of Software, Jilin University, Changchun 130012, China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun 130012, China"],"affiliations":[{"raw_affiliation_string":"College of Software, Jilin University, Changchun 130012, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun 130012, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034075116"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.2414,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45121921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"17","issue":"3","first_page":"92","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9991000294685364,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9991000294685364,"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":0.9776999950408936,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9731000065803528,"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/adversarial-system","display_name":"Adversarial system","score":0.6974593997001648},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.6760672926902771},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6523309350013733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6401900053024292},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5854129791259766},{"id":"https://openalex.org/keywords/iris","display_name":"IRIS (biosensor)","score":0.5778859853744507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5478975772857666},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5041102170944214},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4367348849773407},{"id":"https://openalex.org/keywords/superresolution","display_name":"Superresolution","score":0.4321010708808899},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32391226291656494},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.11821338534355164},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07196244597434998}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6974593997001648},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.6760672926902771},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6523309350013733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6401900053024292},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5854129791259766},{"id":"https://openalex.org/C2779503344","wikidata":"https://www.wikidata.org/wiki/Q5973514","display_name":"IRIS (biosensor)","level":3,"score":0.5778859853744507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5478975772857666},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5041102170944214},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4367348849773407},{"id":"https://openalex.org/C141239990","wikidata":"https://www.wikidata.org/wiki/Q957423","display_name":"Superresolution","level":3,"score":0.4321010708808899},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32391226291656494},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.11821338534355164},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07196244597434998},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a17030092","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a17030092","pdf_url":"https://www.mdpi.com/1999-4893/17/3/92/pdf?version=1708429155","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:be942f678dfa47098cb907905c1d6e28","is_oa":true,"landing_page_url":"https://doaj.org/article/be942f678dfa47098cb907905c1d6e28","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 17, Iss 3, p 92 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a17030092","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a17030092","pdf_url":"https://www.mdpi.com/1999-4893/17/3/92/pdf?version=1708429155","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2170900179","display_name":null,"funder_award_id":"2018044","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3050005476","display_name":null,"funder_award_id":"2019C053.2","funder_id":"https://openalex.org/F4320330198","funder_display_name":"Industrial Innovation Funds of Jilin Province of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5998269746","display_name":null,"funder_award_id":"61471181","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"},{"id":"https://openalex.org/G6411113296","display_name":null,"funder_award_id":"YDZJ202101ZYTS144","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7810175455","display_name":null,"funder_award_id":"201804","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8050651220","display_name":null,"funder_award_id":"202101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8271673596","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"},{"id":"https://openalex.org/G8366074997","display_name":null,"funder_award_id":"61471181","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320310121","display_name":"Natural Science Foundation of Jilin Province","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322174","display_name":"People's Government of Jilin Province","ror":"https://ror.org/02fzqav45"},{"id":"https://openalex.org/F4320330198","display_name":"Industrial Innovation Funds of Jilin Province of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392003983.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1869924930","https://openalex.org/W2017836770","https://openalex.org/W2088869937","https://openalex.org/W2102166818","https://openalex.org/W2109453625","https://openalex.org/W2133665775","https://openalex.org/W2157494358","https://openalex.org/W2161907179","https://openalex.org/W2194775991","https://openalex.org/W2259643685","https://openalex.org/W2476548250","https://openalex.org/W2565312867","https://openalex.org/W2618530766","https://openalex.org/W2768814045","https://openalex.org/W2891158090","https://openalex.org/W2963446712","https://openalex.org/W2963470893","https://openalex.org/W2964042923","https://openalex.org/W2964060609","https://openalex.org/W3096831136","https://openalex.org/W3098418424","https://openalex.org/W3138516171","https://openalex.org/W3207918547","https://openalex.org/W4386083034"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W3156763702","https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2969215546","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4226298148"],"abstract_inverted_index":{"The":[0,73],"process":[1],"of":[2,16,60,69,106],"iris":[3,18,29,53,61,70,101,140,147,162],"recognition":[4,11,67,71],"can":[5],"result":[6],"in":[7,10,103,127,159],"a":[8,25,119],"decline":[9],"performance":[12],"when":[13],"the":[14,17,35,39,58,66,86,99,104,116,125,153],"resolution":[15,59],"images":[19,62,141],"is":[20,44,94],"insufficient.":[21],"In":[22,110,131],"this":[23],"study,":[24],"super-resolution":[26,49,129],"model":[27,74,155],"for":[28,51],"images,":[30,54],"namely":[31],"SwinGIris,":[32],"which":[33],"combines":[34],"Swin":[36,77],"Transformer":[37,78],"and":[38,63,85],"Generative":[40],"Adversarial":[41],"Network":[42],"(GAN),":[43],"introduced.":[45],"SwinGIris":[46,154],"performs":[47],"quadruple":[48],"reconstruction":[50],"low-resolution":[52,136,161],"aiming":[55],"to":[56,80,96,112,123,142],"improve":[57],"thereby":[64],"improving":[65],"accuracy":[68],"systems.":[72],"utilizes":[75],"residual":[76],"blocks":[79],"extract":[81],"depth":[82],"global":[83],"features,":[84],"progressive":[87],"upsampling":[88],"method":[89],"along":[90],"with":[91],"sub-pixel":[92],"convolution":[93],"conducive":[95],"focusing":[97],"on":[98],"high-frequency":[100,114],"information":[102],"presence":[105],"more":[107],"non-iris":[108],"information.":[109,168],"order":[111],"preserve":[113],"details,":[115],"discriminator":[117],"employs":[118],"VGG-style":[120],"relative":[121],"classifier":[122],"guide":[124],"generator":[126],"generating":[128],"images.":[130,148],"experimental":[132],"section,":[133],"we":[134],"enhance":[135],"(56":[137],"\u00d7":[138,145],"56)":[139],"high-resolution":[143],"(224":[144],"224)":[146],"Experimental":[149],"results":[150],"indicate":[151],"that":[152],"achieves":[156],"satisfactory":[157],"outcomes":[158],"restoring":[160],"image":[163],"textures":[164],"while":[165],"preserving":[166],"identity":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
