{"id":"https://openalex.org/W4392515609","doi":"https://doi.org/10.3389/fcomp.2024.1279810","title":"OSPS-MicroNet: a distilled knowledge micro-CNN network for detecting rice diseases","display_name":"OSPS-MicroNet: a distilled knowledge micro-CNN network for detecting rice diseases","publication_year":2024,"publication_date":"2024-03-06","ids":{"openalex":"https://openalex.org/W4392515609","doi":"https://doi.org/10.3389/fcomp.2024.1279810"},"language":"en","primary_location":{"id":"doi:10.3389/fcomp.2024.1279810","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2024.1279810","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1279810/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1279810/pdf?isPublishedV2=False","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103016276","display_name":"P. Pavithra","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Tharani Pavithra","raw_affiliation_strings":["Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India","Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India","institution_ids":["https://openalex.org/I145286018"]},{"raw_affiliation_string":"Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048862139","display_name":"B. Baranidharan","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"B. Baranidharan","raw_affiliation_strings":["Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India","Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India","institution_ids":["https://openalex.org/I145286018"]},{"raw_affiliation_string":"Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, India","institution_ids":["https://openalex.org/I145286018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048862139"],"corresponding_institution_ids":["https://openalex.org/I145286018"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":1.9451,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.86251023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"6","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9873999953269958,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9513999819755554,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/distilled-water","display_name":"Distilled water","score":0.4627380967140198},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.20085185766220093},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.10201603174209595}],"concepts":[{"id":"https://openalex.org/C2779429693","wikidata":"https://www.wikidata.org/wiki/Q274959","display_name":"Distilled water","level":2,"score":0.4627380967140198},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.20085185766220093},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.10201603174209595}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/fcomp.2024.1279810","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2024.1279810","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1279810/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1921239d96e64402b9313a7e3a3db305","is_oa":true,"landing_page_url":"https://doaj.org/article/1921239d96e64402b9313a7e3a3db305","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Computer Science, Vol 6 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fcomp.2024.1279810","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2024.1279810","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1279810/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320317486","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/037skf023"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392515609.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1745073052","https://openalex.org/W2194775991","https://openalex.org/W2921712231","https://openalex.org/W2963917859","https://openalex.org/W2994179000","https://openalex.org/W2997006708","https://openalex.org/W3035006368","https://openalex.org/W3098070857","https://openalex.org/W3109385023","https://openalex.org/W3136213652","https://openalex.org/W3162920944","https://openalex.org/W3165045544","https://openalex.org/W3194878697","https://openalex.org/W3209565222","https://openalex.org/W4200312915","https://openalex.org/W4200345720","https://openalex.org/W4206493403","https://openalex.org/W4206553819","https://openalex.org/W4213258479","https://openalex.org/W4224923052","https://openalex.org/W4229083998","https://openalex.org/W4289641133","https://openalex.org/W4290997076","https://openalex.org/W4295078937","https://openalex.org/W4309471943","https://openalex.org/W4317209305","https://openalex.org/W4318570594","https://openalex.org/W4321220264","https://openalex.org/W4378192337","https://openalex.org/W4378195326","https://openalex.org/W4379520160","https://openalex.org/W4382137321"],"related_works":["https://openalex.org/W4362700434","https://openalex.org/W1979078585","https://openalex.org/W2379416027","https://openalex.org/W2391372203","https://openalex.org/W3045594154","https://openalex.org/W2185562424","https://openalex.org/W2358476386","https://openalex.org/W383790262","https://openalex.org/W2371599549","https://openalex.org/W2750573945"],"abstract_inverted_index":{"More":[0],"than":[1],"half":[2],"of":[3,36,42,78,133,138,142],"the":[4,29,37,43,46,119,139,143],"world's":[5],"population":[6],"relies":[7],"on":[8,71,89,165],"rice":[9,68,160],"as":[10],"their":[11,97],"primary":[12],"food":[13],"source.":[14],"In":[15,100],"India,":[16],"it":[17],"is":[18,113,116],"a":[19,25,103,152],"dominant":[20],"cereal":[21],"crop":[22],"that":[23,54,128],"plays":[24],"significant":[26,57],"role":[27],"in":[28,66,81],"national":[30],"economy,":[31],"contributing":[32],"to":[33,96,150,158],"almost":[34],"17%":[35],"GDP":[38],"and":[39,155],"engaging":[40],"60%":[41],"population.":[44],"Still,":[45],"agricultural":[47],"sector":[48],"faces":[49],"numerous":[50],"challenges,":[51],"including":[52],"diseases":[53,69,161],"can":[55,92],"cause":[56],"losses.":[58],"Convolutional":[59],"neural":[60],"networks":[61],"(CNNs)":[62],"have":[63],"proven":[64],"effective":[65],"identifying":[67],"based":[70],"visual":[72],"characteristics.":[73],"However,":[74],"CNNs":[75],"require":[76],"millions":[77],"parameters,":[79],"resulting":[80],"high":[82],"computational":[83,98,166],"complexity,":[84],"so":[85],"deploying":[86],"these":[87],"models":[88],"limited-resource":[90],"devices":[91],"be":[93],"difficult":[94],"due":[95],"complexity.":[99],"this":[101],"research,":[102],"lightweight":[104],"CNN":[105],"model":[106,157],"named":[107],"Oryza":[108],"Sativa":[109],"Pathosis":[110],"Spotter":[111],"(OSPS)-MicroNet":[112],"proposed.":[114],"OSPS-MicroNet":[115,129],"inspired":[117],"by":[118],"teacher-student":[120],"knowledge":[121],"distillation":[122],"mechanism.":[123],"The":[124],"experimental":[125],"results":[126],"demonstrate":[127],"achieves":[130],"an":[131],"accuracy":[132],"92.02%":[134],"with":[135],"only":[136],"0.7%":[137],"network":[140],"size":[141],"heavyweight":[144],"model,":[145],"RESNET152.":[146],"This":[147],"research":[148],"aims":[149],"create":[151],"more":[153],"streamlined":[154],"resource-efficient":[156],"detect":[159],"while":[162],"minimizing":[163],"demands":[164],"resources.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-31T23:11:33.660297","created_date":"2025-10-10T00:00:00"}