{"id":"https://openalex.org/W3211905511","doi":"https://doi.org/10.1109/icccnt51525.2021.9580072","title":"Early Detection of Disease in Rice Paddy: A Deep Learning based Convolution Neural Networks Approach","display_name":"Early Detection of Disease in Rice Paddy: A Deep Learning based Convolution Neural Networks Approach","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3211905511","doi":"https://doi.org/10.1109/icccnt51525.2021.9580072","mag":"3211905511"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt51525.2021.9580072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9580072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th 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":"https://openalex.org/A5002892747","display_name":"Anghsuman Chakraborty","orcid":null},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Anghsuman Chakraborty","raw_affiliation_strings":["Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076561293","display_name":"Soumik Layek","orcid":null},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Soumik Layek","raw_affiliation_strings":["Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059073882","display_name":"Ravi Sankar","orcid":"https://orcid.org/0000-0003-2206-6767"},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ravi Sankar","raw_affiliation_strings":["Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112665639","display_name":"Sangit Saha","orcid":null},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sangit Saha","raw_affiliation_strings":["Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101653285","display_name":"Alokesh Ghosh","orcid":"https://orcid.org/0000-0001-6044-4840"},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Alokesh Ghosh","raw_affiliation_strings":["Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014253334","display_name":"Hena Ray","orcid":"https://orcid.org/0000-0001-8960-5687"},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hena Ray","raw_affiliation_strings":["Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Agri & Environmental Electronics Centre for Development of Advanced Computing, Kolkata, India","institution_ids":["https://openalex.org/I1331500379"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002892747"],"corresponding_institution_ids":["https://openalex.org/I1331500379"],"apc_list":null,"apc_paid":null,"fwci":1.3131,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83612074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/T13904","display_name":"Artificial Intelligence Applications","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/deep-learning","display_name":"Deep learning","score":0.654578447341919},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6517170667648315},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6329229474067688},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5905412435531616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5831294059753418},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5033208727836609},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5019814968109131},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.4902086853981018},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.43136781454086304},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42605316638946533},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3905593752861023},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10745811462402344}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.654578447341919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6517170667648315},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6329229474067688},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5905412435531616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5831294059753418},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5033208727836609},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5019814968109131},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.4902086853981018},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.43136781454086304},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42605316638946533},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3905593752861023},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10745811462402344},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt51525.2021.9580072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9580072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1966971005","https://openalex.org/W1980475594","https://openalex.org/W1985473486","https://openalex.org/W2014408679","https://openalex.org/W2077653178","https://openalex.org/W2094420126","https://openalex.org/W2124075590","https://openalex.org/W2319902369","https://openalex.org/W2541216820","https://openalex.org/W2561572938","https://openalex.org/W2589650048","https://openalex.org/W2593776451","https://openalex.org/W2607056758","https://openalex.org/W2624147939","https://openalex.org/W2714342494","https://openalex.org/W2766777884","https://openalex.org/W2795843756","https://openalex.org/W2796442970","https://openalex.org/W2798757724","https://openalex.org/W6678072610","https://openalex.org/W6733958627","https://openalex.org/W6734296095","https://openalex.org/W6736691335"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2397288865","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W2368524271","https://openalex.org/W4247116873","https://openalex.org/W2811106690","https://openalex.org/W2095030957","https://openalex.org/W2066827917","https://openalex.org/W2884201223"],"abstract_inverted_index":{"The":[0,72,90,109,173],"agriculture":[1],"industry":[2],"faces":[3],"huge":[4],"economic":[5],"losses":[6],"due":[7,17],"to":[8,18,23,66,70,81,118],"bacterial,":[9],"viral":[10],"or":[11],"fungal":[12],"infections":[13],"in":[14,46,55,64,88,102],"the":[15,33,44,47,83,112,120],"crops":[16,57],"which":[19,166],"farmers":[20],"lose":[21],"15":[22],"20%":[24],"of":[25,37,43,53,62,75,85,92,98,111,122,128,179],"their":[26],"total":[27],"profit":[28],"every":[29],"year.":[30],"India":[31],"is":[32,58,95],"second":[34],"largest":[35],"producer":[36],"rice":[38,103,171],"and":[39,131,141,154,163],"a":[40,59,148],"leading":[41],"exporter":[42],"same":[45],"global":[48],"market.":[49],"Thus,":[50],"early":[51,96],"detection":[52,87,97],"diseases":[54],"essential":[56],"significant":[60],"area":[61,110],"research":[63],"order":[65],"prevent":[67],"further":[68],"damage":[69],"them.":[71],"widespread":[73],"development":[74],"Deep":[76],"Learning":[77],"makes":[78,126],"it":[79],"possible":[80],"achieve":[82],"goal":[84],"disease":[86,101,113],"crops.":[89],"novelty":[91],"this":[93],"work":[94,125],"Brown":[99],"spot":[100],"paddy":[104],"using":[105,147],"Convolution":[106],"Neural":[107],"Networks.":[108],"affected":[114],"was":[115,167],"also":[116],"found":[117],"optimize":[119],"usage":[121],"fertilizers.":[123],"This":[124],"use":[127],"Image":[129],"recognition":[130],"preprocessing":[132,140],"algorithm":[133],"based":[134],"on":[135,160],"real":[136],"time":[137],"data.":[138],"Data":[139],"feature":[142],"extraction":[143],"has":[144,157],"been":[145,158],"done":[146],"self-designed":[149],"image-processing":[150],"tool.":[151],"Tensor":[152],"flow":[153],"Keras":[155],"framework":[156],"implemented":[159],"both":[161],"training":[162],"testing":[164],"data":[165],"collected":[168],"manually":[169],"from":[170],"fields.":[172],"proposed":[174],"model":[175],"achieved":[176],"an":[177],"accuracy":[178],"97.32%.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
