{"id":"https://openalex.org/W4391742777","doi":"https://doi.org/10.1109/icac60630.2023.10417587","title":"Empowering Bell Pepper Farmers with Smart Polytunnel Technology for Powdery Mildew Disease Detection and Management","display_name":"Empowering Bell Pepper Farmers with Smart Polytunnel Technology for Powdery Mildew Disease Detection and Management","publication_year":2023,"publication_date":"2023-12-07","ids":{"openalex":"https://openalex.org/W4391742777","doi":"https://doi.org/10.1109/icac60630.2023.10417587"},"language":"en","primary_location":{"id":"doi:10.1109/icac60630.2023.10417587","doi":"https://doi.org/10.1109/icac60630.2023.10417587","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icac60630.2023.10417587","pdf_url":null,"source":{"id":"https://openalex.org/S7407087872","display_name":"International Conference on Advancements in Computing (ICAC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 5th International Conference on Advancements in Computing (ICAC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5093910699","display_name":"Seshmi Senadheera","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Seshmi Senadheera","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]},{"raw_affiliation_string":"Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093910700","display_name":"Nishadi Anuththara","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Nishadi Anuththara","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]},{"raw_affiliation_string":"Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093910701","display_name":"Poornima Lakmal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Poornima Lakmal","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]},{"raw_affiliation_string":"Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093910702","display_name":"Supun Sooryasena","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Supun Sooryasena","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]},{"raw_affiliation_string":"Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081447769","display_name":"Samantha Rajapaksha","orcid":"https://orcid.org/0000-0001-9633-7254","observed_orcids":["https://orcid.org/0000-0001-9633-7254"]},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Samantha Rajapaksha","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]},{"raw_affiliation_string":"Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108738927","display_name":"Dharshana Kasthurirathna","orcid":"https://orcid.org/0000-0001-8820-9033","observed_orcids":["https://orcid.org/0000-0001-8820-9033"]},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Dharshana Kasthurirathna","raw_affiliation_strings":["Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sri Lanka Institute of Information Technology,Faculty of Computing,Department of Information Technology,Malabe,Sri Lanka","institution_ids":["https://openalex.org/I192365124"]},{"raw_affiliation_string":"Department of Information Technology, Faculty of Computing, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I192365124"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2021","issue":null,"first_page":"185","last_page":"190"},"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/T13214","display_name":"Powdery Mildew Fungal Diseases","score":0.00019999999494757503,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/powdery-mildew","display_name":"powdery mildew","score":0.9649999737739563},{"id":"https://openalex.org/keywords/bell-pepper","display_name":"sweet pepper","score":0.9950000047683716},{"id":"https://openalex.org/keywords/plant-disease-detection","display_name":"plant disease detection","score":0.890999972820282},{"id":"https://openalex.org/keywords/mobile-application","display_name":"mobile application","score":0.8740000128746033},{"id":"https://openalex.org/keywords/mask-r-cnn","display_name":"Mask R-CNN","score":0.9919999837875366},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.8339999914169312},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.890999972820282},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"image segmentation","score":0.722000002861023},{"id":"https://openalex.org/keywords/crop-management","display_name":"crop management","score":0.4959999918937683},{"id":"https://openalex.org/keywords/farmer-decision-support","display_name":"farmer decision support","score":0.6890000104904175}],"concepts":[{"id":"https://openalex.org/C2779336322","wikidata":"https://www.wikidata.org/wiki/Q934008","display_name":"Powdery mildew","level":2,"score":0.8661413788795471},{"id":"https://openalex.org/C2776242653","wikidata":"https://www.wikidata.org/wiki/Q22907699","display_name":"Pepper","level":2,"score":0.7763288021087646},{"id":"https://openalex.org/C2992961547","wikidata":"https://www.wikidata.org/wiki/Q1380","display_name":"Capsicum annuum","level":3,"score":0.45767849683761597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3639630079269409},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34604132175445557},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.2623847723007202},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21987244486808777},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14654633402824402}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icac60630.2023.10417587","doi":"https://doi.org/10.1109/icac60630.2023.10417587","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icac60630.2023.10417587","pdf_url":null,"source":{"id":"https://openalex.org/S7407087872","display_name":"International Conference on Advancements in Computing (ICAC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 5th International Conference on Advancements in Computing (ICAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.991100013256073},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4943999946117401}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2090813402","https://openalex.org/W2769395623","https://openalex.org/W3011860711","https://openalex.org/W3024266336","https://openalex.org/W3116814044","https://openalex.org/W3130071898","https://openalex.org/W3163531312","https://openalex.org/W3168768653","https://openalex.org/W3172544793","https://openalex.org/W3174537751","https://openalex.org/W4296630539"],"related_works":["https://openalex.org/W4391760927","https://openalex.org/W7124154903","https://openalex.org/W4387174508","https://openalex.org/W4366374380","https://openalex.org/W7111609253","https://openalex.org/W4411600910","https://openalex.org/W3203464207","https://openalex.org/W4405240215","https://openalex.org/W4406859171","https://openalex.org/W4409696163"],"abstract_inverted_index":{"Powdery":[0],"mildew":[1,78,135],"disease":[2,16,41,118,136],"significantly":[3],"impacts":[4],"crop":[5,61,146,157],"productivity":[6],"and":[7,13,19,31,37,46,66,96,113,131,145,150,155,167,174],"financial":[8],"losses":[9],"in":[10,80],"agriculture.":[11],"Detecting":[12],"diagnosing":[14],"the":[15,40,88,160,175],"is":[17,25,71],"challenging":[18],"requires":[20],"expertise.":[21],"Bell":[22],"pepper":[23,82,172],"production":[24],"particularly":[26],"vulnerable,":[27],"affecting":[28],"both":[29],"quality":[30,65],"quantity.":[32],"To":[33],"ensure":[34],"effective":[35],"treatment":[36],"control":[38],"measures,":[39],"must":[42],"be":[43],"quickly":[44],"identified":[45],"investigated.":[47],"A":[48,68],"comprehensive":[49],"system":[50,161],"has":[51],"been":[52],"developed":[53,72,125],"to":[54,73,105,116,163],"help":[55,74],"farmers":[56,75],"make":[57],"informed":[58,156],"decisions":[59],"about":[60],"management,":[62],"improving":[63],"overall":[64],"production.":[67],"smartphone":[69],"app":[70,89],"detect":[76],"powdery":[77,134],"infection":[79],"bell":[81,171],"plants.":[83],"Utilizing":[84],"deep":[85],"learning":[86],"algorithms,":[87],"processes":[90],"photos":[91],"through":[92],"classification,":[93],"feature":[94],"extraction,":[95],"image":[97],"segmentation.":[98],"The":[99,121],"program":[100],"uses":[101],"a":[102,164],"powerful":[103],"algorithm":[104],"identify":[106,130],"illnesses,":[107],"utilizing":[108],"object":[109],"detection,":[110],"transfer":[111],"learning,":[112],"Mask":[114],"R-CNN":[115],"improve":[117,142],"detection":[119],"early.":[120],"smart":[122],"polytunnel":[123],"system,":[124],"by":[126],"this":[127],"research,":[128],"can":[129,141],"examine":[132],"plant":[133],"early":[137],"on.":[138],"This":[139],"technology":[140],"agricultural":[143,176],"yields":[144],"quality,":[147],"enhancing":[148],"sustainability":[149],"profitability.":[151],"By":[152],"enabling":[153],"proactive":[154],"management":[158],"decisions,":[159],"contributes":[162],"more":[165],"robust":[166],"successful":[168],"future":[169],"for":[170],"growers":[173],"sector.":[177]},"counts_by_year":[],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2024-02-13T00:00:00"}