{"id":"https://openalex.org/W4381734561","doi":"https://doi.org/10.3233/aise230025","title":"Deep Learning for Post-Harvest Grape Diseases Detection","display_name":"Deep Learning for Post-Harvest Grape Diseases Detection","publication_year":2023,"publication_date":"2023-06-22","ids":{"openalex":"https://openalex.org/W4381734561","doi":"https://doi.org/10.3233/aise230025"},"language":"en","primary_location":{"id":"doi:10.3233/aise230025","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/aise230025","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230025","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230025","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000907762","display_name":"Lucas Mohimont","orcid":"https://orcid.org/0000-0001-8006-6656"},"institutions":[{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Lucas Mohimont","raw_affiliation_strings":["Universit\u00e9 de Reims Champagne-Ardenne, LICIIS, 51687 Reims Cedex 2, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Reims Champagne-Ardenne, LICIIS, 51687 Reims Cedex 2, France","institution_ids":["https://openalex.org/I96226040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5000907762"],"corresponding_institution_ids":["https://openalex.org/I96226040"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13962873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9972000122070312,"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":0.9972000122070312,"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/T12660","display_name":"Plant Disease Management Techniques","score":0.9746999740600586,"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/T10825","display_name":"Plant Pathogens and Fungal Diseases","score":0.9695000052452087,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.6926596164703369},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.661419689655304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6574329733848572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6384058594703674},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5258410573005676},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.505139172077179},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4695228934288025},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34245383739471436},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.21176984906196594},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18744724988937378}],"concepts":[{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.6926596164703369},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.661419689655304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6574329733848572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6384058594703674},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5258410573005676},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.505139172077179},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4695228934288025},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34245383739471436},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21176984906196594},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18744724988937378},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/aise230025","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/aise230025","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230025","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},{"id":"pmh:oai:zenodo.org:10374605","is_oa":true,"landing_page_url":"https://doi.org/10.3233/AISE230025","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EAISA 2023, 2nd Workshop on Edge AI for Smart Agriculture, Flic en Flac, Mauritius, 28 June 2023","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"doi:10.3233/aise230025","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/aise230025","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230025","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G6801139879","display_name":null,"funder_award_id":"101097300","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6891322245","display_name":null,"funder_award_id":"101097300","funder_id":"https://openalex.org/F4320319005","funder_display_name":"Key Digital Technologies Joint Undertaking"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320319005","display_name":"Key Digital Technologies Joint Undertaking","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320329579","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381734561.pdf","grobid_xml":"https://content.openalex.org/works/W4381734561.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1577720519","https://openalex.org/W1903029394","https://openalex.org/W2046411045","https://openalex.org/W2128817249","https://openalex.org/W2587758249","https://openalex.org/W2753403518","https://openalex.org/W2796438033","https://openalex.org/W2808709127","https://openalex.org/W2906494726","https://openalex.org/W2911293880","https://openalex.org/W2963163009","https://openalex.org/W3106250896","https://openalex.org/W3112503277","https://openalex.org/W3163925244","https://openalex.org/W3177525997","https://openalex.org/W3184050708","https://openalex.org/W4282972765"],"related_works":["https://openalex.org/W2064165679","https://openalex.org/W1588461101","https://openalex.org/W2885058781","https://openalex.org/W3208525924","https://openalex.org/W4375867731","https://openalex.org/W1552490082","https://openalex.org/W2189583758","https://openalex.org/W3009904625","https://openalex.org/W1983121850","https://openalex.org/W4380075502"],"abstract_inverted_index":{"Post-harvest":[0],"fruit":[1],"grading":[2],"is":[3,15,55],"a":[4,40,59,69,88],"necessary":[5],"step":[6],"to":[7,32,45,92],"avoid":[8,33],"disease":[9],"related":[10],"loss":[11],"in":[12,17,98],"quality.":[13],"This":[14],"relevant":[16],"the":[18,21,56],"context":[19],"of":[20,58,72],"Champagne":[22],"industry":[23],"where":[24],"grapes":[25],"can":[26],"not":[27],"be":[28],"manipulated":[29],"by":[30],"machines":[31],"crushing.":[34],"Our":[35],"team":[36],"have":[37],"been":[38],"developing":[39],"computer":[41],"vision":[42],"based":[43],"solution":[44],"automate":[46],"this":[47,50],"process.":[48],"In":[49],"paper,":[51],"our":[52,82],"main":[53],"contribution":[54],"usage":[57],"PSPnet":[60],"segmentation":[61],"model":[62],"for":[63],"real-time":[64],"visible":[65],"symptoms":[66],"detection":[67],"with":[68],"IoU":[70],"score":[71,77],"58%.":[73],"The":[74],"associated":[75],"classification":[76],"reach":[78],"95%,":[79],"which":[80],"improved":[81],"previous":[83],"work.":[84],"We":[85],"also":[86],"study":[87],"MobileNet-V2":[89],"model\u2019s":[90],"ability":[91],"discriminate":[93],"between":[94],"different":[95],"grape":[96],"diseases":[97],"ideal":[99],"condition.":[100]},"counts_by_year":[],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}