{"id":"https://openalex.org/W4404031011","doi":"https://doi.org/10.1109/icccnt61001.2024.10724106","title":"Disease Detection in Leaves using Deep Learning","display_name":"Disease Detection in Leaves using Deep Learning","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031011","doi":"https://doi.org/10.1109/icccnt61001.2024.10724106"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724106","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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":null,"display_name":"Sanket Lakhani","orcid":null},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanket Lakhani","raw_affiliation_strings":["Nirma University,Electronics and Instrumentation Engineering Department Institute of Technology,Gujarat,India,382481"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nirma University,Electronics and Instrumentation Engineering Department Institute of Technology,Gujarat,India,382481","institution_ids":["https://openalex.org/I165831266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030153263","display_name":"Krishn Limbachiya","orcid":null},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Krishn Limbachiya","raw_affiliation_strings":["Nirma University,Electronics and Instrumentation Engineering Department Institute of Technology,Gujarat,India,382481"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nirma University,Electronics and Instrumentation Engineering Department Institute of Technology,Gujarat,India,382481","institution_ids":["https://openalex.org/I165831266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045959137","display_name":"Ankit Sharma","orcid":"https://orcid.org/0000-0002-4590-7277"},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankit K. Sharma","raw_affiliation_strings":["Nirma University,Electronics and Instrumentation Engineering Department Institute of Technology,Gujarat,India,382481"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nirma University,Electronics and Instrumentation Engineering Department Institute of Technology,Gujarat,India,382481","institution_ids":["https://openalex.org/I165831266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002128555","display_name":"Himanshu K. Patel","orcid":"https://orcid.org/0000-0003-1424-8333"},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himanshu K. Patel","raw_affiliation_strings":["Nirma University,Electronics and Instrumentation Engineering Department Institute of Technology,Gujarat,India,382481"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nirma University,Electronics and Instrumentation Engineering Department Institute of Technology,Gujarat,India,382481","institution_ids":["https://openalex.org/I165831266"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10312153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9879999756813049,"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":0.9879999756813049,"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/computer-science","display_name":"Computer science","score":0.6453589200973511},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5701457858085632},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5194606184959412},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4943675994873047},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3232680559158325},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1286011040210724},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.07872232794761658}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6453589200973511},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5701457858085632},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5194606184959412},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4943675994873047},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3232680559158325},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1286011040210724},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.07872232794761658}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724106","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2811156678","https://openalex.org/W2899968596","https://openalex.org/W2904583950","https://openalex.org/W3092323979","https://openalex.org/W3154383190","https://openalex.org/W3162782914","https://openalex.org/W3214546234","https://openalex.org/W4200265807","https://openalex.org/W4224256888","https://openalex.org/W4285350519","https://openalex.org/W4312692920","https://openalex.org/W4315488982","https://openalex.org/W4319777793","https://openalex.org/W6637373629"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W4321369474","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Disease":[0],"detection":[1,45,78,98,134],"in":[2,36,48,67,81,99,145,160,166,194,197],"the":[3,18,44,68,77,142,149,167,191],"plants":[4,82],"is":[5,53],"an":[6,129,164],"essential":[7],"part":[8],"of":[9,20,46,61,70,79,171],"better":[10,13],"food":[11],"quality,":[12,15],"crop":[14,37],"and":[16,30,56,93,110,120,163,169,183],"increasing":[17],"quantity":[19],"crops":[21],"for":[22,76],"farmers.":[23],"If":[24],"we":[25,72,89,126],"cannot":[26],"detect":[27,153],"disease":[28,80,97,133,196],"precisely":[29],"effectively,":[31],"then":[32],"it":[33],"causes":[34],"losses":[35],"yield.":[38],"In":[39,64,123],"earlier":[40],"times,":[41],"humans":[42],"do":[43],"diseases":[47],"plants,":[49],"but":[50],"that":[51],"method":[52],"very":[54],"time-consuming":[55],"prone":[57],"to":[58,86,95,115,132,147,152],"errors":[59],"because":[60],"human":[62,84],"interference.":[63],"today\u2019s":[65],"time,":[66],"era":[69],"computers,":[71],"have":[73,127],"a":[74,158],"solution":[75],"without":[83],"interaction":[85],"detect.":[87],"Lately,":[88],"developed":[90],"numerous":[91],"methods":[92],"models":[94,119],"automate":[96],"plants.":[100],"Modern":[101],"technologies":[102],"like":[103],"machine":[104,137],"learning,":[105,107],"deep":[106],"image":[108],"processing,":[109],"computer":[111],"vision":[112],"enable":[113],"us":[114],"develop":[116],"more":[117],"accurate":[118],"diagnostic":[121],"techniques.":[122],"this":[124],"work,":[125],"presented":[128],"automated":[130],"approach":[131],"based":[135],"on":[136],"learning.":[138],"It":[139],"also":[140],"discusses":[141],"difficulties":[143],"faced":[144],"trying":[146],"increase":[148,165],"model\u2019s":[150],"ability":[151],"illness":[154],"accurately,":[155],"such":[156],"as":[157],"decrease":[159],"physical":[161],"effort":[162],"speed":[168],"precision":[170],"diagnostics.":[172],"We":[173],"used":[174],"three":[175,187],"convolutional":[176],"neural":[177],"network":[178],"models,":[179,188],"including":[180],"VGG-16,":[181],"ResNet-50,":[182],"InceptionV3.":[184],"Of":[185],"these":[186],"VGG-16":[189],"achieves":[190],"best":[192],"results":[193],"detecting":[195],"plant":[198],"leaves.":[199]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
