{"id":"https://openalex.org/W3138345935","doi":"https://doi.org/10.1088/1742-6596/1845/1/012009","title":"Development of Concise Convolutional Neural Network for Tomato Plant Disease Classification Based on Leaf Images","display_name":"Development of Concise Convolutional Neural Network for Tomato Plant Disease Classification Based on Leaf Images","publication_year":2021,"publication_date":"2021-03-01","ids":{"openalex":"https://openalex.org/W3138345935","doi":"https://doi.org/10.1088/1742-6596/1845/1/012009","mag":"3138345935"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/1845/1/012009","doi":"https://doi.org/10.1088/1742-6596/1845/1/012009","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1845/1/012009","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1845/1/012009/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1845/1/012009/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066604564","display_name":"Arnes Sembiring","orcid":"https://orcid.org/0000-0002-0819-4968","observed_orcids":["https://orcid.org/0000-0002-0819-4968"]},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]},{"id":"https://openalex.org/I4392021210","display_name":"Universitas Harapan Medan","ror":"https://ror.org/01xkgze42","country_code":"ID","type":"education","lineage":["https://openalex.org/I4392021210"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Arnes Sembiring","raw_affiliation_strings":["Department of Informatics Engineering, Universitas Harapan Medan, Medan, Indonesia","Doctoral Program, School of Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, Universitas Harapan Medan, Medan, Indonesia","institution_ids":["https://openalex.org/I4392021210"]},{"raw_affiliation_string":"Doctoral Program, School of Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056946778","display_name":"Yuwaldi Away","orcid":"https://orcid.org/0000-0001-6798-054X","observed_orcids":["https://orcid.org/0000-0001-6798-054X"]},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Yuwaldi Away","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","Doctoral Program, School of Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]},{"raw_affiliation_string":"Doctoral Program, School of Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045022467","display_name":"Fitri Arnia","orcid":"https://orcid.org/0000-0001-6020-1275","observed_orcids":["https://orcid.org/0000-0001-6020-1275"]},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Fitri Arnia","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","Doctoral Program, School of Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]},{"raw_affiliation_string":"Doctoral Program, School of Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074439739","display_name":"Rusdha Muharar","orcid":"https://orcid.org/0000-0002-5079-4174","observed_orcids":["https://orcid.org/0000-0002-5079-4174"]},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Rusdha Muharar","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","Doctoral Program, School of Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]},{"raw_affiliation_string":"Doctoral Program, School of Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045022467","https://openalex.org/A5056946778","https://openalex.org/A5066604564","https://openalex.org/A5074439739"],"corresponding_institution_ids":["https://openalex.org/I187494767","https://openalex.org/I4392021210"],"apc_list":null,"apc_paid":null,"fwci":18.2324,"has_fulltext":true,"cited_by_count":61,"citation_normalized_percentile":{"value":0.99598125,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"1845","issue":"1","first_page":"012009","last_page":"012009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9984999895095825,"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":0.9984999895095825,"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":0.0013000000035390258,"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/leaf-images","display_name":"leaf images","score":0.8539999723434448},{"id":"https://openalex.org/keywords/convolutional-neural-network-architecture","display_name":"convolutional neural network architecture","score":0.8600000143051147},{"id":"https://openalex.org/keywords/lightweight-convolutional-neural-network","display_name":"lightweight convolutional neural network","score":0.8519999980926514},{"id":"https://openalex.org/keywords/plantvillage-dataset","display_name":"PlantVillage dataset","score":0.7860000133514404},{"id":"https://openalex.org/keywords/plant-disease-detection","display_name":"plant disease detection","score":0.7120000123977661},{"id":"https://openalex.org/keywords/vgg","display_name":"VGG","score":0.597000002861023},{"id":"https://openalex.org/keywords/shufflenet","display_name":"ShuffleNet","score":0.9120000004768372},{"id":"https://openalex.org/keywords/squeezenet","display_name":"SqueezeNet","score":0.984000027179718},{"id":"https://openalex.org/keywords/resource-constrained-systems","display_name":"resource-constrained systems","score":0.6269999742507935}],"concepts":[{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.8086647987365723},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.66402667760849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6145503520965576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5533860325813293},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.463725745677948},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43354299664497375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3572617769241333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3517976403236389},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1388566792011261},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07952854037284851},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/1845/1/012009","doi":"https://doi.org/10.1088/1742-6596/1845/1/012009","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1845/1/012009","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1845/1/012009/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/1845/1/012009","doi":"https://doi.org/10.1088/1742-6596/1845/1/012009","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1845/1/012009","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1845/1/012009/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.9208999872207642}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320319804","display_name":"Badan Riset dan Inovasi Nasional","ror":null},{"id":"https://openalex.org/F4320331011","display_name":"Kementerian Riset dan Teknologi /Badan Riset dan Inovasi Nasional","ror":"https://ror.org/02hmjzt55"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3138345935.pdf","grobid_xml":"https://content.openalex.org/works/W3138345935.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2277854822","https://openalex.org/W2473156356","https://openalex.org/W2587218622","https://openalex.org/W2758216428","https://openalex.org/W2789255992","https://openalex.org/W2790979755","https://openalex.org/W2795016359","https://openalex.org/W2801958709","https://openalex.org/W2805772477","https://openalex.org/W2809254203","https://openalex.org/W2884416373","https://openalex.org/W2891667148","https://openalex.org/W2897577546","https://openalex.org/W2910121883","https://openalex.org/W2913442488","https://openalex.org/W2914622272","https://openalex.org/W2919115771","https://openalex.org/W2948593529","https://openalex.org/W2987984071"],"related_works":["https://openalex.org/W4367360815","https://openalex.org/W3208270639","https://openalex.org/W3115104382","https://openalex.org/W4307950591","https://openalex.org/W3202435155","https://openalex.org/W3088352450","https://openalex.org/W4399269678","https://openalex.org/W3134807274","https://openalex.org/W4285819415","https://openalex.org/W4396759238"],"abstract_inverted_index":{"Abstract":[0],"Early":[1],"detection":[2],"of":[3,8,20,57,97,101,108,122,186],"plant":[4],"diseases":[5,14,42,73,110],"is":[6,23,91,175],"one":[7,102],"the":[9,55,64,70,86,113,120,123,132,159,168,172,179],"main":[10],"keys":[11],"to":[12,24,40,66,93],"handling":[13],"quickly":[15],"and":[16,31,38,59,68,77,90,105,126,152,182],"successfully.":[17],"The":[18,155],"purpose":[19],"this":[21,118],"study":[22],"find":[25],"out":[26],"a":[27],"simpler":[28,51],"CNN":[29,87,141],"architecture":[30,52,82,88,125,161,170,174,181],"meet":[32],"an":[33],"acceptable":[34],"compromise":[35],"between":[36],"accuracy":[37,165],"simplification":[39],"detect":[41],"in":[43,63,74,131,184],"tomato":[44,71,98],"plants":[45,72],"based":[46],"on":[47],"leaf":[48],"images.":[49],"This":[50,80],"will":[53],"allow":[54],"development":[56],"standalone":[58],"independent":[60],"system":[61],"model":[62],"field":[65],"classify":[67,94],"identify":[69],"low":[75],"price":[76],"limited":[78],"resources.":[79],"proposed":[81,124,160,173],"was":[83],"developed":[84],"from":[85,112],"baseline":[89],"intended":[92],"10":[95],"classes":[96,107],"leaves":[99,109],"consist":[100],"healthy":[103],"class":[104],"9":[106],"taken":[111],"Plant":[114],"Village":[115],"dataset.":[116,134],"In":[117],"study,":[119],"performance":[121,187],"comparative":[127],"architectures":[128,136,142],"are":[129,138,144],"examined":[130],"same":[133],"Comparative":[135],"used":[137,146],"some":[139],"existing":[140,169,180],"that":[143,158],"commonly":[145],"namely":[147],"VGG":[148],"Net,":[149],"Shuffle":[150],"Net":[151],"Squeeze":[153],"Net.":[154],"results":[156],"indicated":[157],"can":[162],"achieve":[163],"competitive":[164],"compared":[166],"with":[167],"while":[171],"much":[176],"shorter":[177],"than":[178],"better":[183],"terms":[185],"time.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":5}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-03-29T00:00:00"}
