{"id":"https://openalex.org/W4386213682","doi":"https://doi.org/10.1109/icirca57980.2023.10220721","title":"DeepTuber: Sequential CNN-based Disease Detection in Potato Plants for Enhanced Crop Management","display_name":"DeepTuber: Sequential CNN-based Disease Detection in Potato Plants for Enhanced Crop Management","publication_year":2023,"publication_date":"2023-08-03","ids":{"openalex":"https://openalex.org/W4386213682","doi":"https://doi.org/10.1109/icirca57980.2023.10220721"},"language":"en","primary_location":{"id":"doi:10.1109/icirca57980.2023.10220721","doi":"https://doi.org/10.1109/icirca57980.2023.10220721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icirca57980.2023.10220721","pdf_url":null,"source":{"id":"https://openalex.org/S4306498871","display_name":"International Conference on Inventive Research in Computing Applications (ICIRCA)","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 Inventive Research in Computing Applications (ICIRCA)","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/A5092706209","display_name":"Gade Sai Panshul","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gade Sai Panshul","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092706210","display_name":"Dilip Pushadapu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dilip Pushadapu","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104161506","display_name":"Gona Eswar Kushal Kumar Reddy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gona Eswar Kushal Kumar Reddy","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034138023","display_name":"S Abhishek","orcid":"https://orcid.org/0009-0002-6537-5746","observed_orcids":["https://orcid.org/0009-0002-6537-5746"]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S Abhishek","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102963931","display_name":"Tricha Anjali","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anjali T","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":5.2049,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96319834,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"380","last_page":"386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":1.0,"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":1.0,"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"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/plant-disease-detection","display_name":"plant disease detection","score":0.9169999957084656},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8399999737739563},{"id":"https://openalex.org/keywords/automated-disease-diagnosis","display_name":"automated disease diagnosis","score":0.656000018119812},{"id":"https://openalex.org/keywords/crop-management","display_name":"crop management","score":0.8629999756813049},{"id":"https://openalex.org/keywords/early-disease-detection","display_name":"early disease detection","score":0.6830000281333923},{"id":"https://openalex.org/keywords/image-based-disease-classification","display_name":"image-based disease classification","score":0.48399999737739563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6143208146095276},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6089379191398621},{"id":"https://openalex.org/C2989409935","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Crop production","level":3,"score":0.5241527557373047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5036529898643494},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.4769260287284851},{"id":"https://openalex.org/C549605437","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food security","level":3,"score":0.4673998951911926},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.44884759187698364},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44398626685142517},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4101848900318146},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.24818384647369385},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.21939942240715027},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17693465948104858},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12690630555152893},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0839383602142334},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icirca57980.2023.10220721","doi":"https://doi.org/10.1109/icirca57980.2023.10220721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icirca57980.2023.10220721","pdf_url":null,"source":{"id":"https://openalex.org/S4306498871","display_name":"International Conference on Inventive Research in Computing Applications (ICIRCA)","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 Inventive Research in Computing Applications (ICIRCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.991100013256073,"id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2714342494","https://openalex.org/W2780615681","https://openalex.org/W3027088151","https://openalex.org/W3047361869","https://openalex.org/W3090232526","https://openalex.org/W3159077752","https://openalex.org/W3163885127","https://openalex.org/W3185377372","https://openalex.org/W3200500355","https://openalex.org/W4200172284","https://openalex.org/W4205335188","https://openalex.org/W6804938300"],"related_works":["https://openalex.org/W4401110584","https://openalex.org/W4409696163","https://openalex.org/W7139923561","https://openalex.org/W4412171328","https://openalex.org/W7172096850","https://openalex.org/W4411967723","https://openalex.org/W4413905856","https://openalex.org/W4388068350","https://openalex.org/W4392451090","https://openalex.org/W4403637444"],"abstract_inverted_index":{"Global":[0],"potato":[1,10,75],"production":[2],"is":[3],"seriously":[4],"affected":[5],"by":[6],"the":[7,61],"spread":[8],"of":[9,32,71],"plant":[11,76],"diseases,":[12],"which":[13],"has":[14,67],"far-reaching":[15],"effects,":[16],"including":[17],"decreased":[18],"crop":[19],"yield,":[20],"financial":[21],"loss":[22],"and":[23,29,47,78,86],"food":[24],"security":[25],"challenges.":[26],"Early":[27],"detection":[28,54,65],"accurate":[30,85],"diagnosis":[31],"these":[33],"diseases":[34,77],"are":[35],"essential":[36],"for":[37],"enabling":[38],"preventative":[39],"measures.":[40],"The":[41,56],"proposed":[42],"architecture":[43],"combines":[44],"deep":[45],"learning":[46,49],"machine":[48],"methods":[50],"to":[51],"create":[52],"disease":[53,64,88],"models.":[55],"experimental":[57],"results":[58],"show":[59],"that":[60],"developed":[62],"automated":[63],"system":[66],"achieved":[68],"an":[69],"accuracy":[70],"98.83%":[72],"in":[73,83],"identifying":[74],"thus":[79],"establishing":[80],"its":[81],"competence":[82],"providing":[84],"reliable":[87],"identification.":[89]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5}],"updated_date":"2026-10-22T09:42:04.148104","created_date":"2023-08-29T00:00:00"}