{"id":"https://openalex.org/W4389041634","doi":"https://doi.org/10.1109/isncc58260.2023.10323932","title":"Detection of Plant Diseases in an Industrial Greenhouse: Development, Validation & Exploitation","display_name":"Detection of Plant Diseases in an Industrial Greenhouse: Development, Validation & Exploitation","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4389041634","doi":"https://doi.org/10.1109/isncc58260.2023.10323932"},"language":"en","primary_location":{"id":"doi:10.1109/isncc58260.2023.10323932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc58260.2023.10323932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC)","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/A5093346034","display_name":"Yassine Lakhdari","orcid":null},"institutions":[{"id":"https://openalex.org/I12187552","display_name":"UniLaSalle Amiens (ESIEE-Amiens)","ror":"https://ror.org/03r13py57","country_code":"FR","type":"education","lineage":["https://openalex.org/I12187552"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yassine Lakhdari","raw_affiliation_strings":["ESIEE,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ESIEE,Paris,France","institution_ids":["https://openalex.org/I12187552","https://openalex.org/I4210154111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001027390","display_name":"Enric Soldevila","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118435","display_name":"Laboratoire Recherche Informatique Maisonneuve","ror":"https://ror.org/02r2sc792","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210118435"]},{"id":"https://openalex.org/I7321730","display_name":"Coll\u00e8ge de Maisonneuve","ror":"https://ror.org/04q77sg93","country_code":"CA","type":"education","lineage":["https://openalex.org/I7321730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Enric Soldevila","raw_affiliation_strings":["Laboratoire Recherche Informatique Maisonneuve (LRIMa),Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Recherche Informatique Maisonneuve (LRIMa),Montreal,Canada","institution_ids":["https://openalex.org/I7321730","https://openalex.org/I4210118435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111655420","display_name":"Jihene Rezgui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118435","display_name":"Laboratoire Recherche Informatique Maisonneuve","ror":"https://ror.org/02r2sc792","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210118435"]},{"id":"https://openalex.org/I7321730","display_name":"Coll\u00e8ge de Maisonneuve","ror":"https://ror.org/04q77sg93","country_code":"CA","type":"education","lineage":["https://openalex.org/I7321730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jihene Rezgui","raw_affiliation_strings":["Laboratoire Recherche Informatique Maisonneuve (LRIMa),Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Recherche Informatique Maisonneuve (LRIMa),Montreal,Canada","institution_ids":["https://openalex.org/I7321730","https://openalex.org/I4210118435"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101642061","display_name":"\u00c9ric Renault","orcid":"https://orcid.org/0000-0003-1011-8347"},"institutions":[{"id":"https://openalex.org/I12187552","display_name":"UniLaSalle Amiens (ESIEE-Amiens)","ror":"https://ror.org/03r13py57","country_code":"FR","type":"education","lineage":["https://openalex.org/I12187552"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210152518","display_name":"Laboratoire d'Informatique Gaspard-Monge","ror":"https://ror.org/04t50yk91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I4210145102","https://openalex.org/I4210152518","https://openalex.org/I4210154111","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"\u00c9ric Renault","raw_affiliation_strings":["LIGM, Université Gustave Eiffel, CNRS, ESIEE,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIGM, Université Gustave Eiffel, CNRS, ESIEE,Paris,France","institution_ids":["https://openalex.org/I12187552","https://openalex.org/I4210152518","https://openalex.org/I1294671590","https://openalex.org/I4210154111"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4655,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86511245,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"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":0.9994999766349792,"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":0.9994999766349792,"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/T10494","display_name":"Plant Virus Research Studies","score":0.989300012588501,"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/T11578","display_name":"Plant Pathogenic Bacteria Studies","score":0.9793000221252441,"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/greenhouse","display_name":"Greenhouse","score":0.6735849380493164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.665109395980835},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6309667825698853},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6254315972328186},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5319402813911438},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.4428146183490753},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3895968794822693},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3868415057659149},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.14459863305091858}],"concepts":[{"id":"https://openalex.org/C32198211","wikidata":"https://www.wikidata.org/wiki/Q165044","display_name":"Greenhouse","level":2,"score":0.6735849380493164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.665109395980835},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6309667825698853},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6254315972328186},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5319402813911438},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.4428146183490753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3895968794822693},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3868415057659149},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.14459863305091858},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isncc58260.2023.10323932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc58260.2023.10323932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04497032v1","is_oa":false,"landing_page_url":"https://univ-eiffel.hal.science/hal-04497032","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC), Oct 2023, Doha, France. pp.1-6, ⟨10.1109/ISNCC58260.2023.10323932⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2179352600","https://openalex.org/W2194775991","https://openalex.org/W2945590847","https://openalex.org/W2982083293","https://openalex.org/W2982381523","https://openalex.org/W3098722327","https://openalex.org/W3122047541","https://openalex.org/W3130071898","https://openalex.org/W3163050737","https://openalex.org/W3216272314","https://openalex.org/W4205467977","https://openalex.org/W4226244124","https://openalex.org/W4226369549","https://openalex.org/W4285369104","https://openalex.org/W4308233810","https://openalex.org/W6804608498","https://openalex.org/W6810925463"],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W2602382373","https://openalex.org/W3003615511","https://openalex.org/W4285827128","https://openalex.org/W3198113463","https://openalex.org/W2787698406","https://openalex.org/W2963844355","https://openalex.org/W4361251046","https://openalex.org/W98577079"],"abstract_inverted_index":{"The":[0,149],"effective":[1],"detection":[2,47,95,105,160,189,216],"of":[3,12,25,76,131,170,187,227],"plant":[4,27],"diseases":[5,28],"is":[6,235],"crucial":[7],"for":[8,58,90,157,237],"the":[9,23,50,99,129,132,154,167,185],"optimal":[10,155],"management":[11],"agricultural":[13],"systems.":[14],"In":[15],"this":[16],"paper,":[17],"we":[18,69,127,165],"present":[19],"our":[20,67,94,171,188,230],"contributions":[21],"in":[22,29,61,116,202],"context":[24],"detecting":[26,118],"an":[30,180,192,224],"industrial":[31,181],"greenhouse":[32,200],"[1],":[33],"focusing":[34],"specifically":[35],"on":[36,121,218],"tomatoes.":[37],"Our":[38,210],"main":[39],"objectives":[40],"are":[41],"to":[42,54,112,198],"develop":[43],"and":[44,53,92,107,146,162,207],"validate":[45],"a":[46,62,71,87,102,176],"system":[48,190],"using":[49,135,229],"YOLOv8":[51,100,133],"model":[52,134,173],"explore":[55],"its":[56,114,196],"potential":[57,197],"practical":[59,168],"application":[60],"real-world":[63],"setting.":[64],"To":[65],"facilitate":[66],"research,":[68],"introduce":[70],"novel":[72],"dataset":[73,84],"comprising":[74],"images":[75],"tomato":[77,122,219],"leaves":[78,220],"affected":[79],"by":[80,174],"various":[81,136],"diseases.":[82],"This":[83,183],"serves":[85],"as":[86,139],"valuable":[88],"resource":[89],"training":[91,141],"evaluating":[93],"model.":[96,232],"We":[97],"employ":[98],"architecture,":[101],"state-of-the-art":[103],"object":[104],"framework,":[106],"experiment":[108],"with":[109],"different":[110,140],"parameters":[111],"assess":[113],"performance":[115,130],"accurately":[117],"diseased":[119],"areas":[120],"leaves.":[123],"Through":[124],"extensive":[125],"experimentation,":[126],"compare":[128],"parameters,":[137],"such":[138],"strategies,":[142],"data":[143],"augmentation":[144],"techniques,":[145],"hyperparameter":[147],"configurations.":[148],"results":[150,241],"provide":[151],"insights":[152],"into":[153,191],"settings":[156],"achieving":[158,223],"high":[159],"accuracy":[161],"robustness.":[163],"Furthermore,":[164],"demonstrate":[166,213],"utility":[169],"developed":[172],"conducting":[175],"real-life":[177],"implementation":[178],"within":[179],"green-house.":[182],"exemplifies":[184],"integration":[186],"operational":[193],"environment,":[194],"showcasing":[195],"assist":[199],"operators":[201],"early":[203],"disease":[204,215],"detection,":[205],"monitoring,":[206],"decision-making":[208],"processes.":[209],"preliminary":[211],"findings":[212],"promising":[214],"capabilities":[217],"inside":[221],"greenhouses,":[222],"mAP50":[225],"score":[226],"0.8":[228],"best":[231],"Although":[233],"there":[234],"room":[236],"improvement,":[238],"these":[239],"initial":[240],"indicate":[242],"significant":[243],"potential.":[244]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2023-11-28T00:00:00"}