{"id":"https://openalex.org/W4390280068","doi":"https://doi.org/10.1145/3626641.3626664","title":"Application of Data Augmentation on SSD Mobilenet for Detection of Kenaf Plant Disease and Pest","display_name":"Application of Data Augmentation on SSD Mobilenet for Detection of Kenaf Plant Disease and Pest","publication_year":2023,"publication_date":"2023-10-24","ids":{"openalex":"https://openalex.org/W4390280068","doi":"https://doi.org/10.1145/3626641.3626664"},"language":"en","primary_location":{"id":"doi:10.1145/3626641.3626664","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626641.3626664","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626641.3626664","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3626641.3626664","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005294306","display_name":"Agus Wahyu Widodo","orcid":"https://orcid.org/0000-0002-2748-8152"},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Agus Wahyu Widodo","raw_affiliation_strings":["Department of Computer Science, Universitas Brawijaya, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-2748-8152","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universitas Brawijaya, Indonesia","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011170361","display_name":"Alfita Rakhmandasari","orcid":"https://orcid.org/0009-0000-0593-8266"},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Alfita Rakhmandasari","raw_affiliation_strings":["Department of Computer Science, Universitas Brawijaya, Indonesia"],"raw_orcid":"https://orcid.org/0009-0000-0593-8266","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universitas Brawijaya, Indonesia","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057755959","display_name":"Wayan Firdaus Mahmudy","orcid":"https://orcid.org/0000-0002-0965-206X"},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Wayan Firdaus Mahmudy","raw_affiliation_strings":["Department of Computer Science, Universitas Brawijaya, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-0965-206X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universitas Brawijaya, Indonesia","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027078934","display_name":"Muh Arif Rahman","orcid":"https://orcid.org/0000-0001-7293-7044"},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muh Arif Rahman","raw_affiliation_strings":["Department of Computer Science, Universitas Brawijaya, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-7293-7044","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universitas Brawijaya, Indonesia","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042580876","display_name":"Diva Kurnianingtyas","orcid":"https://orcid.org/0000-0002-0865-7790"},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Diva Kurnianingtyas","raw_affiliation_strings":["Department of Computer Science, Universitas Brawijaya, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-0865-7790","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universitas Brawijaya, Indonesia","institution_ids":["https://openalex.org/I177055848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I177055848"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31703368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9950000047683716,"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"}},"topics":[{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9950000047683716,"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"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9941999912261963,"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/kenaf","display_name":"Kenaf","score":0.8701624870300293},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5495476126670837},{"id":"https://openalex.org/keywords/pest-analysis","display_name":"PEST analysis","score":0.43890756368637085},{"id":"https://openalex.org/keywords/bioenergy","display_name":"Bioenergy","score":0.4362901449203491},{"id":"https://openalex.org/keywords/netting","display_name":"Netting","score":0.43626174330711365},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4250553548336029},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.4156852960586548},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.41338419914245605},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.38793057203292847},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.33762356638908386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2624374032020569},{"id":"https://openalex.org/keywords/biotechnology","display_name":"Biotechnology","score":0.26104605197906494},{"id":"https://openalex.org/keywords/biofuel","display_name":"Biofuel","score":0.1766670048236847},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.136358380317688},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1346777379512787},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12415429949760437},{"id":"https://openalex.org/keywords/fiber","display_name":"Fiber","score":0.08908107876777649},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.06756818294525146}],"concepts":[{"id":"https://openalex.org/C2778328744","wikidata":"https://www.wikidata.org/wiki/Q1137540","display_name":"Kenaf","level":3,"score":0.8701624870300293},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5495476126670837},{"id":"https://openalex.org/C22508944","wikidata":"https://www.wikidata.org/wiki/Q568174","display_name":"PEST analysis","level":2,"score":0.43890756368637085},{"id":"https://openalex.org/C156380964","wikidata":"https://www.wikidata.org/wiki/Q18556","display_name":"Bioenergy","level":3,"score":0.4362901449203491},{"id":"https://openalex.org/C2780646309","wikidata":"https://www.wikidata.org/wiki/Q1151380","display_name":"Netting","level":2,"score":0.43626174330711365},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4250553548336029},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.4156852960586548},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.41338419914245605},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.38793057203292847},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33762356638908386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2624374032020569},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.26104605197906494},{"id":"https://openalex.org/C53991642","wikidata":"https://www.wikidata.org/wiki/Q128991","display_name":"Biofuel","level":2,"score":0.1766670048236847},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.136358380317688},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1346777379512787},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12415429949760437},{"id":"https://openalex.org/C519885992","wikidata":"https://www.wikidata.org/wiki/Q161","display_name":"Fiber","level":2,"score":0.08908107876777649},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.06756818294525146},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3626641.3626664","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626641.3626664","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626641.3626664","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3626641.3626664","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626641.3626664","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626641.3626664","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6273670560","display_name":null,"funder_award_id":"08/2022","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390280068.pdf","grobid_xml":"https://content.openalex.org/works/W4390280068.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2082399613","https://openalex.org/W2912297262","https://openalex.org/W2954996726","https://openalex.org/W2963546005","https://openalex.org/W2966363081","https://openalex.org/W2979242475","https://openalex.org/W2995723713","https://openalex.org/W2998617863","https://openalex.org/W3080596635","https://openalex.org/W3158815283","https://openalex.org/W3195775215","https://openalex.org/W3197130688","https://openalex.org/W4214940634","https://openalex.org/W4246598285","https://openalex.org/W4251333762","https://openalex.org/W4316193282"],"related_works":["https://openalex.org/W3165496131","https://openalex.org/W3012764503","https://openalex.org/W2197877163","https://openalex.org/W769647791","https://openalex.org/W616470306","https://openalex.org/W2169274404","https://openalex.org/W2800784822","https://openalex.org/W2060623682","https://openalex.org/W2394900723","https://openalex.org/W4235701303"],"abstract_inverted_index":{"The":[0,21],"Kenaf":[1,24],"plant":[2,25,34],"is":[3,27,39,54,66,93,130,141],"a":[4,13,42,144],"source":[5,14],"of":[6,15,33,49,62,100,110,120],"natural":[7],"fibre":[8,26],"and":[9,19,56,64,74],"can":[10,77,116],"potentially":[11],"be":[12,78],"bioenergy,":[16],"biopharmaceuticals,":[17],"bioremediation,":[18],"others.":[20],"need":[22],"for":[23],"increasing":[28],"due":[29],"to":[30,68,96,126],"the":[31,50,98,101,104,118,121],"variety":[32],"uses.":[35],"This":[36,128],"high":[37,43],"demand":[38],"different":[40],"from":[41],"production":[44,52],"level":[45],"as":[46,85,143],"well.":[47],"One":[48],"main":[51],"barriers":[53],"pests":[55,63],"diseases":[57,65],"in":[58],"plants.":[59],"Rapid":[60],"detection":[61,76],"needed":[67],"carry":[69],"out":[70,95],"appropriate":[71],"actions.":[72],"Pest":[73],"disease":[75],"assisted":[79],"with":[80],"deep":[81],"learning":[82],"methods":[83],"such":[84],"Single-Shot":[86],"Multibox":[87],"Detection":[88],"(SSD)":[89],"Mobilenet.":[90],"Data":[91],"augmentation":[92,115],"carried":[94],"improve":[97],"accuracy":[99,109,119],"results.":[102],"Although":[103],"Mobilenet":[105,122],"SSD":[106,123],"gets":[107],"an":[108],"only":[111],"54%,":[112],"using":[113,133],"data":[114],"increase":[117],"by":[124],"14.02%":[125],"72.02%.":[127],"result":[129],"better":[131],"than":[132],"Faster":[134],"Region-based":[135],"Convolutional":[136],"Neural":[137],"Network":[138],"(RCNN),":[139],"which":[140],"used":[142],"comparison":[145],"method.":[146]},"counts_by_year":[],"updated_date":"2026-08-19T15:00:24.278416","created_date":"2025-10-10T00:00:00"}