{"id":"https://openalex.org/W4392309265","doi":"https://doi.org/10.1109/access.2024.3371511","title":"Towards Sustainable Agriculture: A Novel Approach for Rice Leaf Disease Detection Using dCNN and Enhanced Dataset","display_name":"Towards Sustainable Agriculture: A Novel Approach for Rice Leaf Disease Detection Using dCNN and Enhanced Dataset","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392309265","doi":"https://doi.org/10.1109/access.2024.3371511"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3371511","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3371511","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10453552.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10453552.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000945812","display_name":"Mehedi Hasan Bijoy","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Mehedi Hasan Bijoy","raw_affiliation_strings":["Department of Information and Communications Engineering, Aalto University, Espoo, Finland","Department of Information and Communications Engineering, Aalto University, Otakaari 24, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communications Engineering, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Information and Communications Engineering, Aalto University, Otakaari 24, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057981640","display_name":"Nirob Hasan","orcid":"https://orcid.org/0009-0007-0994-7398"},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nirob Hasan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","Department of Electrical and Computer Engineering, North South University, Plot 15, Block B, Bashundhara, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0007-0994-7398","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Plot 15, Block B, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007240236","display_name":"Mithun Biswas","orcid":"https://orcid.org/0000-0002-3908-741X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mithun Biswas","raw_affiliation_strings":["3FS Solution Co., Ltd., Seongnam-si, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"3FS Solution Co., Ltd., Seongnam-si, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013832591","display_name":"Suvodeep Mazumdar","orcid":"https://orcid.org/0000-0002-0748-7638"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Suvodeep Mazumdar","raw_affiliation_strings":["Information School, The University of Sheffield, Sheffield, U.K","Information School, University of Sheffield, The Wave, 2 Whitham Road, Sheffield, UK"],"raw_orcid":"https://orcid.org/0000-0002-0748-7638","affiliations":[{"raw_affiliation_string":"Information School, The University of Sheffield, Sheffield, U.K","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Information School, University of Sheffield, The Wave, 2 Whitham Road, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040576227","display_name":"Andrea Jim\u00e9nez","orcid":"https://orcid.org/0000-0002-2166-8574"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrea Jimenez","raw_affiliation_strings":["Information School, The University of Sheffield, Sheffield, U.K","Information School, University of Sheffield, The Wave, 2 Whitham Road, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information School, The University of Sheffield, Sheffield, U.K","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Information School, University of Sheffield, The Wave, 2 Whitham Road, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Faisal Ahmed","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Faisal Ahmed","raw_affiliation_strings":["IQVIA, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IQVIA, Dhaka, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048736249","display_name":"Mirza Rasheduzzaman","orcid":"https://orcid.org/0000-0002-6299-6638"},"institutions":[{"id":"https://openalex.org/I3131708325","display_name":"University of Liberal Arts Bangladesh","ror":"https://ror.org/012br3z79","country_code":"BD","type":"education","lineage":["https://openalex.org/I3131708325"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mirza Rasheduzzaman","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, University of Liberal Arts Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-6299-6638","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Liberal Arts Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I3131708325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027844735","display_name":"Sifat Momen","orcid":"https://orcid.org/0000-0001-8683-7247"},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sifat Momen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","Department of Electrical and Computer Engineering, North South University, Plot 15, Block B, Bashundhara, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0001-8683-7247","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Plot 15, Block B, Bashundhara, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5000945812"],"corresponding_institution_ids":["https://openalex.org/I9927081"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":25.1521,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.99671427,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"34174","last_page":"34191"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.947700023651123,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9264000058174133,"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/computer-science","display_name":"Computer science","score":0.6107366681098938},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5838390588760376},{"id":"https://openalex.org/keywords/sustainable-agriculture","display_name":"Sustainable agriculture","score":0.5107333660125732},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10964712500572205},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08226031064987183}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6107366681098938},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5838390588760376},{"id":"https://openalex.org/C54924851","wikidata":"https://www.wikidata.org/wiki/Q2751054","display_name":"Sustainable agriculture","level":3,"score":0.5107333660125732},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10964712500572205},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08226031064987183}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2024.3371511","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3371511","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10453552.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:209821","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.whiterose.ac.uk/209821/7/Towards_Sustainable_Agriculture_A_Novel_Approach_for_Rice_Leaf_Disease_Detection_using_dCNN_and_Enhanced_Dataset.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/127444","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/9c09257a-523b-4e98-9017-76c98c5ec988","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:doaj.org/article:d75f01af63dc41f794b8a6e84982a86e","is_oa":true,"landing_page_url":"https://doaj.org/article/d75f01af63dc41f794b8a6e84982a86e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 34174-34191 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3371511","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3371511","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10453552.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392309265.pdf","grobid_xml":"https://content.openalex.org/works/W4392309265.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2496258513","https://openalex.org/W2731165298","https://openalex.org/W2774288077","https://openalex.org/W2795084411","https://openalex.org/W2883780447","https://openalex.org/W2902625477","https://openalex.org/W2915159483","https://openalex.org/W2938959907","https://openalex.org/W2962858109","https://openalex.org/W2962934715","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2963820222","https://openalex.org/W2969879020","https://openalex.org/W2982083293","https://openalex.org/W2998066056","https://openalex.org/W3010225408","https://openalex.org/W3016786410","https://openalex.org/W3019446723","https://openalex.org/W3033196717","https://openalex.org/W3036085849","https://openalex.org/W3043662738","https://openalex.org/W3047429366","https://openalex.org/W3093950702","https://openalex.org/W3108636283","https://openalex.org/W3119467924","https://openalex.org/W3127078297","https://openalex.org/W3136213652","https://openalex.org/W3153024839","https://openalex.org/W3157552681","https://openalex.org/W3162782914","https://openalex.org/W3162893763","https://openalex.org/W3163327790","https://openalex.org/W3165045544","https://openalex.org/W3167111225","https://openalex.org/W3188347056","https://openalex.org/W3209542418","https://openalex.org/W3209565222","https://openalex.org/W4206412009","https://openalex.org/W4283013975","https://openalex.org/W4303983354","https://openalex.org/W4309582104","https://openalex.org/W4378191517","https://openalex.org/W4384156899","https://openalex.org/W4385805053","https://openalex.org/W4385973494","https://openalex.org/W4388943009","https://openalex.org/W6684191040","https://openalex.org/W6723310058","https://openalex.org/W6839080616"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W340912663","https://openalex.org/W2085227027","https://openalex.org/W4366762598","https://openalex.org/W2361190039","https://openalex.org/W4297888843","https://openalex.org/W3171993772"],"abstract_inverted_index":{"Rice":[0],"is":[1,19,32,81],"one":[2,33],"of":[3,14,29,34,55,62,109,175,180,185,190,243],"the":[4,15,23,35,56,60,67,107,110,195,221,240,247],"foremost":[5],"food":[6],"grains":[7],"that":[8,39,131],"dispenses":[9],"sustenance":[10],"to":[11,65,85,159],"about":[12],"half":[13],"world\u2019s":[16,68],"population.":[17],"It":[18],"cultivated":[20],"all":[21],"over":[22],"world.":[24],"The":[25],"leaf":[26,57,79,98,128,197],"disease":[27,99,129,198],"detection":[28],"this":[30,113],"crop":[31,228],"chronic":[36],"agricultural":[37],"obstacles":[38],"farmers":[40],"and":[41,136,157,187,205,234],"planting":[42],"experts":[43],"have":[44,93],"been":[45,94],"struggling":[46],"with":[47,163,208],"for":[48,96,126,232,239],"a":[49,53,117,161,177,182,226],"long":[50],"time.":[51],"As":[52],"result":[54],"diseases,":[58],"producing":[59],"amount":[61],"rice":[63,78,97,127,196],"required":[64],"feed":[66],"rising":[69],"population":[70],"has":[71],"become":[72],"very":[73],"challenging.":[74],"Hence,":[75],"automatically":[76],"detecting":[77],"diseases":[80],"an":[82,172,188,209,236],"inevitable":[83],"task":[84],"increase":[86],"productivity.":[87],"Numerous":[88],"deep":[89,119],"learning":[90],"based":[91,124],"methods":[92,135],"proposed":[95],"detection,":[100,130],"which":[101],"we":[102,115,193],"found":[103],"rather":[104],"inefficient":[105],"considering":[106],"size":[108],"models.":[111],"In":[112],"article,":[114],"introduce":[116],"lightweight":[118],"Convolutional":[120],"Neural":[121],"Network":[122],"(dCNN)":[123],"method":[125,170],"outperforms":[132],"contemporary":[133],"state-of-the-art":[134],"showcases":[137],"competitive":[138],"performance":[139],"against":[140],"21":[141],"established":[142],"benchmark":[143],"architectures,":[144],"including":[145],"AlexNet,":[146],"MobileNet,":[147],"ResNet50,":[148],"DenseNet121,":[149],"ResNeXt50,":[150],"ShuffleNet,":[151],"ConvNext,":[152],"EfficientNet,":[153],"GogoleNet,":[154],"SwinTransformer,":[155],"VisionTransformer,":[156],"MaxVit,":[158],"name":[160],"few,":[162],"significantly":[164],"lower":[165],"trainable":[166],"parameters.":[167],"Notably,":[168],"our":[169],"achieves":[171],"accuracy":[173],"score":[174,179,184],"99.81%,":[176],"precision":[178],"0.99828,":[181],"recall":[183],"0.99826,":[186],"f1-score":[189],"0.99827.":[191],"Moreover,":[192],"enhance":[194],"dataset":[199],"by":[200],"merging":[201],"two":[202],"existing":[203],"datasets":[204],"supplemented":[206],"them":[207],"additional":[210],"95":[211],"manually":[212],"annotated":[213],"images":[214],"gathered":[215],"from":[216],"publicly":[217],"available":[218],"sources":[219],"on":[220],"internet.":[222],"We":[223],"also":[224],"develop":[225,235],"comprehensive":[227],"health":[229],"monitoring":[230],"system":[231],"farmers,":[233],"open":[237],"API":[238],"automatic":[241],"annotation":[242],"new":[244],"instances,":[245],"benefiting":[246],"research":[248],"community":[249],"at":[250],"large.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":33},{"year":2024,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}