{"id":"https://openalex.org/W4377236367","doi":"https://doi.org/10.1145/3581807.3581839","title":"Plant Diseases Recognition on Digital Images using Swin Transformer","display_name":"Plant Diseases Recognition on Digital Images using Swin Transformer","publication_year":2022,"publication_date":"2022-11-17","ids":{"openalex":"https://openalex.org/W4377236367","doi":"https://doi.org/10.1145/3581807.3581839"},"language":"en","primary_location":{"id":"doi:10.1145/3581807.3581839","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3581807.3581839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition","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/A5022715413","display_name":"Hongjun Song","orcid":"https://orcid.org/0000-0002-4441-7794"},"institutions":[{"id":"https://openalex.org/I146773158","display_name":"Qingdao Agricultural University","ror":"https://ror.org/051qwcj72","country_code":"CN","type":"education","lineage":["https://openalex.org/I146773158"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjun Song","raw_affiliation_strings":["Science and Information College, Qingdao Agricultural University, China"],"raw_orcid":"https://orcid.org/0000-0002-4441-7794","affiliations":[{"raw_affiliation_string":"Science and Information College, Qingdao Agricultural University, China","institution_ids":["https://openalex.org/I146773158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100662697","display_name":"Yuanyuan Gao","orcid":"https://orcid.org/0000-0002-2795-511X"},"institutions":[{"id":"https://openalex.org/I146773158","display_name":"Qingdao Agricultural University","ror":"https://ror.org/051qwcj72","country_code":"CN","type":"education","lineage":["https://openalex.org/I146773158"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Gao","raw_affiliation_strings":["Science and Information College, Qingdao Agricultural University, China"],"raw_orcid":"https://orcid.org/0000-0002-2795-511X","affiliations":[{"raw_affiliation_string":"Science and Information College, Qingdao Agricultural University, China","institution_ids":["https://openalex.org/I146773158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I146773158"],"apc_list":null,"apc_paid":null,"fwci":0.9604,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79653901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"52","issue":null,"first_page":"219","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.7503691911697388},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7454603910446167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6836408376693726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5489155650138855},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5465852618217468},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44052591919898987},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.4286738634109497},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3685295581817627},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.361031174659729},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1795663833618164},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08880394697189331},{"id":"https://openalex.org/keywords/biotechnology","display_name":"Biotechnology","score":0.07399719953536987},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07199975848197937}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7503691911697388},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7454603910446167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6836408376693726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5489155650138855},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5465852618217468},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44052591919898987},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.4286738634109497},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3685295581817627},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.361031174659729},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1795663833618164},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08880394697189331},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.07399719953536987},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07199975848197937},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581807.3581839","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3581807.3581839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.75,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2014408679","https://openalex.org/W2067924831","https://openalex.org/W2470368200","https://openalex.org/W2473156356","https://openalex.org/W2612690371","https://openalex.org/W3018682397","https://openalex.org/W3094502228","https://openalex.org/W3138516171"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W4290997076","https://openalex.org/W3182063123"],"abstract_inverted_index":{"Plant":[0],"diseases":[1],"seriously":[2],"affect":[3],"the":[4,19,40,84],"safety":[5],"of":[6,71,86],"food":[7],"production":[8],"and":[9,14,38,47,58],"must":[10],"be":[11],"quickly":[12],"recognized":[13],"detected.":[15],"In":[16],"recent":[17],"years,":[18],"traditional":[20],"convolutional":[21],"neural":[22],"network":[23],"has":[24],"been":[25],"widely":[26],"used":[27,35],"to":[28,36],"diagnose":[29],"plant":[30],"diseases.":[31],"Swin":[32,65],"Transformer":[33],"was":[34],"train":[37],"evaluate":[39],"PlantVillage":[41],"dataset,":[42],"which":[43,82],"includes":[44],"54303":[45],"healthy":[46],"unhealthy":[48],"leaf":[49],"images":[50],"that":[51],"divided":[52],"into":[53],"38":[54],"categories":[55],"by":[56],"species":[57],"disease.":[59],"The":[60],"trained":[61],"model":[62],"based":[63],"on":[64,73,78],"transformer":[66],"learning":[67],"achieves":[68],"an":[69],"accuracy":[70],"98.1%":[72],"training":[74],"data":[75,80],"set,":[76,81],"98.7%":[77],"testing":[79],"proves":[83],"feasibility":[85],"this":[87],"method.":[88]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
