{"id":"https://openalex.org/W4392905552","doi":"https://doi.org/10.1109/acit58888.2023.10453692","title":"Deep Learning-Based Plant Disease Detection from Leaf Images","display_name":"Deep Learning-Based Plant Disease Detection from Leaf Images","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4392905552","doi":"https://doi.org/10.1109/acit58888.2023.10453692"},"language":"en","primary_location":{"id":"doi:10.1109/acit58888.2023.10453692","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58888.2023.10453692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 24th International Arab Conference on Information Technology (ACIT)","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/A5067444632","display_name":"Mooad Al-Shalout","orcid":null},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mooad Al-Shalout","raw_affiliation_strings":["University of Sousse,Computer Science Department, ISITCom,Sousse,Tunisia","Computer Science Department, ISITCom, University of Sousse, Sousse, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sousse,Computer Science Department, ISITCom,Sousse,Tunisia","institution_ids":["https://openalex.org/I8636806"]},{"raw_affiliation_string":"Computer Science Department, ISITCom, University of Sousse, Sousse, Tunisia","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052764348","display_name":"Mohamed Elleuch","orcid":"https://orcid.org/0000-0003-4702-7692"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mohamed Elleuch","raw_affiliation_strings":["Higher Institute of Management of Bizerte, Carthage University,Bizerte,Tunisia","Higher Institute of Management of Bizerte, Carthage University, Bizerte, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher Institute of Management of Bizerte, Carthage University,Bizerte,Tunisia","institution_ids":["https://openalex.org/I179097149"]},{"raw_affiliation_string":"Higher Institute of Management of Bizerte, Carthage University, Bizerte, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043900706","display_name":"Ali Douik","orcid":"https://orcid.org/0000-0002-0178-501X"},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ali Douik","raw_affiliation_strings":["National Engineering School of Sousse NOCCS-ENISO Lab, University of Sousse,Sousse,Tunisia","National Engineering School of Sousse NOCCS-ENISO Lab, University of Sousse, Sousse, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering School of Sousse NOCCS-ENISO Lab, University of Sousse,Sousse,Tunisia","institution_ids":["https://openalex.org/I8636806"]},{"raw_affiliation_string":"National Engineering School of Sousse NOCCS-ENISO Lab, University of Sousse, Sousse, Tunisia","institution_ids":["https://openalex.org/I8636806"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3664,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79062744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9994000196456909,"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":0.9994000196456909,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9793999791145325,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9523000121116638,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6241530179977417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5896028280258179},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5539846420288086},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4108957052230835},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35570037364959717}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6241530179977417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5896028280258179},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5539846420288086},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4108957052230835},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35570037364959717}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit58888.2023.10453692","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58888.2023.10453692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 24th International Arab Conference on Information Technology (ACIT)","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":18,"referenced_works":["https://openalex.org/W1595457770","https://openalex.org/W2139427956","https://openalex.org/W2140833774","https://openalex.org/W2153638435","https://openalex.org/W2194775991","https://openalex.org/W2473156356","https://openalex.org/W2775173797","https://openalex.org/W2897826619","https://openalex.org/W2942157335","https://openalex.org/W2945020349","https://openalex.org/W2949060638","https://openalex.org/W2985105610","https://openalex.org/W3003992968","https://openalex.org/W3097708849","https://openalex.org/W4221097573","https://openalex.org/W4297775537","https://openalex.org/W6680887930","https://openalex.org/W6747063171"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407"],"abstract_inverted_index":{"Our":[0],"study":[1],"aims":[2],"to":[3,59,65,130,145,156],"discover":[4],"a":[5,128,138,153],"new":[6],"method":[7],"for":[8,70,86],"detecting":[9],"plant":[10,131,147,158],"diseases":[11,53,121],"using":[12],"Deep":[13],"Learning":[14],"(DL)":[15],"algorithms.":[16],"The":[17],"data":[18],"was":[19,75,91],"also":[20],"collected":[21],"from":[22],"the":[23,71,87,124],"global":[24],"Kaggle":[25],"website,":[26],"and":[27,47,63,82,93,97,114,117,126,142],"contains":[28],"more":[29],"than":[30],"25,000":[31],"images.":[32],"A":[33],"number":[34,139],"of":[35,61,119,140],"important":[36],"plants":[37],"in":[38,54],"daily":[39],"life":[40],"were":[41,50,102],"tested,":[42],"such":[43],"as":[44,149],"tomato,":[45],"corn":[46,88],"potatoes.":[48],"There":[49],"many":[51,83],"common":[52,109],"these":[55,120,150],"plants,":[56],"which":[57],"lead":[58],"lack":[60],"production":[62],"damage":[64],"agricultural":[66],"crops.":[67],"Among":[68],"them,":[69],"tomato":[72],"plant,":[73,89],"there":[74,90,101],"leaf":[76,112],"spot":[77,95],"disease,":[78],"mold,":[79],"bacterial":[80],"spots,":[81],"diseases.":[84,104,159],"As":[85],"brown":[92],"root":[94],"disease":[96],"bacteria.":[98],"For":[99],"potatoes,":[100],"several":[103],"These":[105],"include":[106],"early":[107],"blight,":[108,113,116],"rust,":[110],"northern":[111],"late":[115],"each":[118],"negatively":[122],"affects":[123],"crop":[125],"poses":[127],"threat":[129],"life.":[132],"In":[133],"this":[134],"study,":[135],"we":[136],"used":[137],"MobileNet":[141],"ResNet50":[143],"algorithms":[144,151],"detect":[146,157],"diseases,":[148],"demonstrated":[152],"high":[154],"ability":[155]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
