{"id":"https://openalex.org/W4389332659","doi":"https://doi.org/10.1109/icumt61075.2023.10333272","title":"Multi-Head Attention-Based Transfer Learning Approach for Potato Disease Detection","display_name":"Multi-Head Attention-Based Transfer Learning Approach for Potato Disease Detection","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4389332659","doi":"https://doi.org/10.1109/icumt61075.2023.10333272"},"language":"en","primary_location":{"id":"doi:10.1109/icumt61075.2023.10333272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt61075.2023.10333272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","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/A5041792021","display_name":"Ritesh Maurya","orcid":"https://orcid.org/0000-0002-5664-0328"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ritesh Maurya","raw_affiliation_strings":["Amity University,Amity Centre for Artificial Intelligence,Noida,India","Amity Centre for Artificial Intelligence, Amity University, Noida, India"],"affiliations":[{"raw_affiliation_string":"Amity University,Amity Centre for Artificial Intelligence,Noida,India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Amity Centre for Artificial Intelligence, Amity University, Noida, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036042625","display_name":"Radim B\u00fcrget","orcid":"https://orcid.org/0000-0003-1849-5390"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Radim Burget","raw_affiliation_strings":["BRNO University of Technology,Faculty of Electrical Engineering,Department of Telecommunications,Czech Republic","Department of Telecommunications, Faculty of Electrical Engineering, BRNO University of Technology, Czech Republic"],"affiliations":[{"raw_affiliation_string":"BRNO University of Technology,Faculty of Electrical Engineering,Department of Telecommunications,Czech Republic","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Department of Telecommunications, Faculty of Electrical Engineering, BRNO University of Technology, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093419960","display_name":"Rudra Shaurya","orcid":null},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rudra Shaurya","raw_affiliation_strings":["Amity School of Engineering Technology, Amity University,Noida,India","Amity School of Engineering Technology, Amity University, Noida, India"],"affiliations":[{"raw_affiliation_string":"Amity School of Engineering Technology, Amity University,Noida,India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Amity School of Engineering Technology, Amity University, Noida, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000863666","display_name":"Martin Kiac","orcid":"https://orcid.org/0000-0002-1062-2191"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Martin Kiac","raw_affiliation_strings":["BRNO University of Technology,Faculty of Electrical Engineering,Department of Telecommunications,Czech Republic","Department of Telecommunications, Faculty of Electrical Engineering, BRNO University of Technology, Czech Republic"],"affiliations":[{"raw_affiliation_string":"BRNO University of Technology,Faculty of Electrical Engineering,Department of Telecommunications,Czech Republic","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Department of Telecommunications, Faculty of Electrical Engineering, BRNO University of Technology, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038343229","display_name":"Malay Kishore Dutta","orcid":"https://orcid.org/0000-0003-2462-737X"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Malay Kishore Dutta","raw_affiliation_strings":["Amity University,Amity Centre for Artificial Intelligence,Noida,India","Amity Centre for Artificial Intelligence, Amity University, Noida, India"],"affiliations":[{"raw_affiliation_string":"Amity University,Amity Centre for Artificial Intelligence,Noida,India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Amity Centre for Artificial Intelligence, Amity University, Noida, India","institution_ids":["https://openalex.org/I191972202"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041792021"],"corresponding_institution_ids":["https://openalex.org/I191972202"],"apc_list":null,"apc_paid":null,"fwci":2.8861,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91050174,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"165","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9984999895095825,"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":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12660","display_name":"Plant Disease Management Techniques","score":0.9781000018119812,"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/transfer-of-learning","display_name":"Transfer of learning","score":0.6619092226028442},{"id":"https://openalex.org/keywords/blight","display_name":"Blight","score":0.654394268989563},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.626767098903656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5893447995185852},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.5081157684326172},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5021178722381592},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4193198084831238},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3387607932090759},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.22827038168907166},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18104690313339233},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.15133586525917053}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6619092226028442},{"id":"https://openalex.org/C182076605","wikidata":"https://www.wikidata.org/wiki/Q4273292","display_name":"Blight","level":2,"score":0.654394268989563},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.626767098903656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5893447995185852},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.5081157684326172},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5021178722381592},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4193198084831238},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3387607932090759},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.22827038168907166},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18104690313339233},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.15133586525917053},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icumt61075.2023.10333272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt61075.2023.10333272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2347120524","https://openalex.org/W2809991450","https://openalex.org/W2991469850","https://openalex.org/W3167628032","https://openalex.org/W4205467977","https://openalex.org/W4291700716","https://openalex.org/W4300548132","https://openalex.org/W4308407623","https://openalex.org/W4372048946","https://openalex.org/W4377704419","https://openalex.org/W4380894686","https://openalex.org/W4381537506"],"related_works":["https://openalex.org/W890612514","https://openalex.org/W2969005250","https://openalex.org/W193821925","https://openalex.org/W2391196969","https://openalex.org/W1544150026","https://openalex.org/W2263207426","https://openalex.org/W2027984312","https://openalex.org/W3082332284","https://openalex.org/W2978709446","https://openalex.org/W2376346100"],"abstract_inverted_index":{"Potatoes":[0],"are":[1],"widely":[2],"consumed":[3],"all":[4],"over":[5],"the":[6,11,16,24,40,43,80,97,130,140],"world.":[7],"Being":[8],"one":[9],"of":[10,27,46,82,104,118,124,129,143],"most":[12,48],"cultivated":[13],"crops":[14],"around":[15],"world,":[17],"they":[18],"also":[19],"attract":[20],"various":[21],"diseases.":[22,86],"Hence,":[23],"early":[25,44,141],"identification":[26,142],"such":[28],"diseases":[29,51],"using":[30],"machine":[31],"learning-based":[32],"automated":[33],"methods,":[34],"is":[35,91,133],"necessary.":[36],"This":[37],"paper":[38],"proposes":[39],"solution":[41],"for":[42,75,79],"detection":[45],"two":[47],"commonly":[49],"occurring":[50],"in":[52,101,139],"potato":[53,83,107,144],"leaves,":[54],"i.e.":[55],"Early":[56],"blight":[57],"and":[58],"Late":[59],"blight.":[60],"In":[61],"this":[62],"work,":[63],"a":[64,71,134],"VGG16":[65],"model":[66,113,132],"has":[67,114],"been":[68],"fine-tuned":[69],"with":[70,121],"multi-head":[72,88],"attention":[73,89],"layer":[74],"identifying":[76],"useful":[77,92],"patterns":[78],"classification":[81],"plant":[84],"leaf":[85,109,145],"The":[87,111,126],"mechanism":[90],"since":[93],"it":[94],"can":[95],"capture":[96],"relationship":[98],"that":[99],"exists":[100],"different":[102],"parts":[103],"an":[105,116,122],"input":[106],"disease":[108],"image.":[110],"proposed":[112,131],"attained":[115],"accuracy":[117],"91":[119],"%":[120],"F1-score":[123],"0.9103.":[125],"better":[127],"performance":[128],"testimony":[135],"to":[136],"its":[137],"effectiveness":[138],"disease.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}