{"id":"https://openalex.org/W4387940441","doi":"https://doi.org/10.3389/fpls.2023.1238722","title":"An iterative noisy annotation correction model for robust plant disease detection","display_name":"An iterative noisy annotation correction model for robust plant disease detection","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4387940441","doi":"https://doi.org/10.3389/fpls.2023.1238722","pmid":"https://pubmed.ncbi.nlm.nih.gov/37941667","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10628849"},"language":"en","primary_location":{"id":"doi:10.3389/fpls.2023.1238722","doi":"https://doi.org/10.3389/fpls.2023.1238722","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpls.2023.1238722","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpls.2023.1238722/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S2493613807","display_name":"Frontiers in Plant Science","issn_l":"1664-462X","issn":["1664-462X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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 Plant Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fpls.2023.1238722/pdf?isPublishedV2=False","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046521645","display_name":"Jiuqing Dong","orcid":"https://orcid.org/0000-0002-5148-9817","observed_orcids":["https://orcid.org/0000-0002-5148-9817","https://orcid.org/0000-0003-4951-1170"]},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiuqing Dong","raw_affiliation_strings":["Core Research Institute of Intelligent Robots, Jeonbuk National University, Jeonju, Republic of Korea","Department of Electronic Engineering, Jeonbuk National University, Jeonju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Core Research Institute of Intelligent Robots, Jeonbuk National University, Jeonju, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]},{"raw_affiliation_string":"Department of Electronic Engineering, Jeonbuk National University, Jeonju, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027683909","display_name":"Alvaro Fuentes","orcid":"https://orcid.org/0000-0001-8847-1541","observed_orcids":["https://orcid.org/0000-0001-8847-1541"]},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Alvaro Fuentes","raw_affiliation_strings":["Core Research Institute of Intelligent Robots, Jeonbuk National University, Jeonju, Republic of Korea","Department of Electronic Engineering, Jeonbuk National University, Jeonju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Core Research Institute of Intelligent Robots, Jeonbuk National University, Jeonju, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]},{"raw_affiliation_string":"Department of Electronic Engineering, Jeonbuk National University, Jeonju, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009339596","display_name":"Sook Yoon","orcid":"https://orcid.org/0000-0002-0194-3356","observed_orcids":["https://orcid.org/0000-0002-0194-3356"]},"institutions":[{"id":"https://openalex.org/I11893660","display_name":"Mokpo National University","ror":"https://ror.org/00v81k483","country_code":"KR","type":"education","lineage":["https://openalex.org/I11893660"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sook Yoon","raw_affiliation_strings":["Department of Computer Engineering, Mokpo National University, Muan, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Mokpo National University, Muan, Republic of Korea","institution_ids":["https://openalex.org/I11893660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013502609","display_name":"Hyongsuk Kim","orcid":"https://orcid.org/0000-0002-3321-5695","observed_orcids":["https://orcid.org/0000-0002-3321-5695"]},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyongsuk Kim","raw_affiliation_strings":["Core Research Institute of Intelligent Robots, Jeonbuk National University, Jeonju, Republic of Korea","Department of Electronic Engineering, Jeonbuk National University, Jeonju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Core Research Institute of Intelligent Robots, Jeonbuk National University, Jeonju, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]},{"raw_affiliation_string":"Department of Electronic Engineering, Jeonbuk National University, Jeonju, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028100606","display_name":"Dong Sun Park","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong Sun Park","raw_affiliation_strings":["Core Research Institute of Intelligent Robots, Jeonbuk National University, Jeonju, Republic of Korea","Department of Electronic Engineering, Jeonbuk National University, Jeonju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Core Research Institute of Intelligent Robots, Jeonbuk National University, Jeonju, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]},{"raw_affiliation_string":"Department of Electronic Engineering, Jeonbuk National University, Jeonju, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009339596","https://openalex.org/A5013502609"],"corresponding_institution_ids":["https://openalex.org/I11893660","https://openalex.org/I80611190"],"apc_list":{"value":3295,"currency":"USD","value_usd":3295},"apc_paid":{"value":3295,"currency":"USD","value_usd":3295},"fwci":1.3848,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.77656968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"14","issue":null,"first_page":"1238722","last_page":"1238722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9897000193595886,"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":0.9897000193595886,"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":0.00860000029206276,"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":0.00019999999494757503,"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/plant-disease-detection","display_name":"plant disease detection","score":0.996999979019165},{"id":"https://openalex.org/keywords/bounding-box-localization","display_name":"bounding box localization","score":0.5019999742507935},{"id":"https://openalex.org/keywords/teacher-student-learning","display_name":"teacher-student learning","score":0.9369999766349792},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.7210000157356262},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"semi-supervised learning","score":0.8579999804496765},{"id":"https://openalex.org/keywords/auto-labeling","display_name":"auto-labeling","score":0.8029999732971191},{"id":"https://openalex.org/keywords/annotation-quality","display_name":"annotation quality","score":0.48899999260902405},{"id":"https://openalex.org/keywords/faster-r-cnn","display_name":"Faster R-CNN","score":0.7540000081062317},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"precision agriculture","score":0.7210000157356262},{"id":"https://openalex.org/keywords/data-labeling-cost","display_name":"data labeling cost","score":0.5070000290870667}],"concepts":[{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.8284182548522949},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806803822517395},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7188922166824341},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6585135459899902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6036290526390076},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5698912143707275},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5376589894294739},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5323185324668884},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.5163663625717163},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.49801135063171387},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4642542004585266},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.4526004195213318},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4506707787513733},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43103259801864624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4034842252731323},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.140025794506073},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09754633903503418},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fpls.2023.1238722","doi":"https://doi.org/10.3389/fpls.2023.1238722","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpls.2023.1238722","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpls.2023.1238722/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S2493613807","display_name":"Frontiers in Plant Science","issn_l":"1664-462X","issn":["1664-462X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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 Plant Science","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10628849","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10628849","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10628849/pdf/fpls-14-1238722.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Plant Sci","raw_type":"Text"},{"id":"pmid:37941667","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37941667","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in plant science","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:28e7f0b3f80b4a56bfa3751738467a29","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/28e7f0b3f80b4a56bfa3751738467a29","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,"listed_in":[],"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":"Frontiers in Plant Science, Vol 14 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fpls.2023.1238722","doi":"https://doi.org/10.3389/fpls.2023.1238722","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpls.2023.1238722","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpls.2023.1238722/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S2493613807","display_name":"Frontiers in Plant Science","issn_l":"1664-462X","issn":["1664-462X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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 Plant Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7142999768257141,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1155317749","display_name":null,"funder_award_id":"NRF-2021R1A2C1012174","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3440921517","display_name":null,"funder_award_id":"2021R1A2C1012174","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4175883637","display_name":null,"funder_award_id":"1545027569","funder_id":"https://openalex.org/F4320322035","funder_display_name":"Rural Development Administration"},{"id":"https://openalex.org/G4415220988","display_name":null,"funder_award_id":"1545027569","funder_id":"https://openalex.org/F4320336122","funder_display_name":"Korea Institute of Planning and Evaluation for Technology in Food, Agriculture and Forestry"},{"id":"https://openalex.org/G5448928685","display_name":null,"funder_award_id":"2019R1A6A1A09031717","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322033","display_name":"Ministry of Agriculture, Food and Rural Affairs","ror":"https://ror.org/009g8rq41"},{"id":"https://openalex.org/F4320322035","display_name":"Rural Development Administration","ror":"https://ror.org/03xs9yg50"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320336122","display_name":"Korea Institute of Planning and Evaluation for Technology in Food, Agriculture and Forestry","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387940441.pdf","grobid_xml":"https://content.openalex.org/works/W4387940441.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2031489346","https://openalex.org/W2889543275","https://openalex.org/W2950141105","https://openalex.org/W2975190899","https://openalex.org/W2982391314","https://openalex.org/W3009655581","https://openalex.org/W3034368386","https://openalex.org/W3036411876","https://openalex.org/W3042609801","https://openalex.org/W3064678530","https://openalex.org/W3083985123","https://openalex.org/W3115521898","https://openalex.org/W3167225078","https://openalex.org/W3168393738","https://openalex.org/W3194183032","https://openalex.org/W3197533620","https://openalex.org/W3198431588","https://openalex.org/W3199936014","https://openalex.org/W4200163605","https://openalex.org/W4210524759","https://openalex.org/W4212850805","https://openalex.org/W4214525800","https://openalex.org/W4282943638","https://openalex.org/W4285800514","https://openalex.org/W4292198371","https://openalex.org/W4306749353","https://openalex.org/W4307934157","https://openalex.org/W4311702720","https://openalex.org/W4317619144","https://openalex.org/W4318972997","https://openalex.org/W4328115538","https://openalex.org/W4376223861","https://openalex.org/W4380589961","https://openalex.org/W4386952528","https://openalex.org/W4387267392","https://openalex.org/W6801588562","https://openalex.org/W6839745749","https://openalex.org/W7133227958"],"related_works":["https://openalex.org/W4282584705","https://openalex.org/W4311702720","https://openalex.org/W3011870832","https://openalex.org/W3009655581","https://openalex.org/W4207007505","https://openalex.org/W4411328087","https://openalex.org/W4307316500","https://openalex.org/W4388219207","https://openalex.org/W4413277687","https://openalex.org/W4413796203"],"abstract_inverted_index":{"Previous":[0],"work":[1,181],"on":[2,153],"plant":[3,211],"disease":[4,212],"detection":[5,213],"demonstrated":[6],"that":[7,140],"object":[8,170],"detectors":[9],"generally":[10,42],"suffer":[11],"from":[12,118],"degraded":[13,106],"training":[14,23],"data,":[15],"and":[16,47,53,109,134,205,214],"annotations":[17,82],"with":[18,63],"noise":[19],"may":[20],"cause":[21],"the":[22,69,78,84,105,110,119,124,145,154,164,175,192],"task":[24],"to":[25,32,58,93,103,130,144,186,198,208],"fail.":[26],"Well-annotated":[27],"datasets":[28],"are":[29,177],"therefore":[30],"crucial":[31],"build":[33],"a":[34,38,149,167,183,218],"robust":[35,60,115,184],"detector.":[36],"However,":[37],"good":[39],"label":[40],"set":[41],"requires":[43],"much":[44],"expert":[45],"knowledge":[46],"meticulous":[48],"work,":[49],"which":[50],"is":[51,91,101],"expensive":[52],"time-consuming.":[54],"This":[55],"paper":[56],"aims":[57],"learn":[59],"feature":[61,116],"representations":[62,117],"inaccurate":[64,95],"bounding":[65,96,107,121],"boxes,":[66,108],"thereby":[67],"reducing":[68],"model":[70,100,112],"requirements":[71],"for":[72],"annotation":[73],"quality.":[74],"Specifically,":[75],"we":[76],"analyze":[77],"distribution":[79],"of":[80,163,166,174],"noisy":[81,155,196],"in":[83],"real":[85],"world.":[86],"A":[87],"teacher-student":[88],"learning":[89,132],"paradigm":[90],"proposed":[92],"correct":[94],"boxes.":[97,122],"The":[98,221],"teacher":[99],"used":[102],"rectify":[104],"student":[111],"extracts":[113],"more":[114],"corrected":[120],"Furthermore,":[123],"method":[125,143,159],"can":[126],"be":[127,224],"easily":[128],"generalized":[129],"semi-supervised":[131],"paradigms":[133],"auto-labeling":[135],"techniques.":[136],"Experimental":[137],"results":[138],"show":[139],"applying":[141],"our":[142,158],"Faster-RCNN":[146],"detector":[147,171],"achieves":[148,160],"26%":[150],"performance":[151,165],"improvement":[152],"dataset.":[156],"Besides,":[157],"approximately":[161],"75%":[162],"fully":[168],"supervised":[169],"when":[172],"1%":[173],"labels":[176],"available.":[178],"Overall,":[179],"this":[180],"provides":[182],"solution":[185],"real-world":[187],"location":[188],"noise.":[189],"It":[190],"alleviates":[191],"challenges":[193],"posed":[194],"by":[195],"data":[197,202],"precision":[199],"agriculture,":[200],"optimizes":[201],"labeling":[203],"technology,":[204],"encourages":[206],"practitioners":[207],"further":[209],"investigate":[210],"intelligent":[215],"agriculture":[216],"at":[217,226],"lower":[219],"cost.":[220],"code":[222],"will":[223],"released":[225],"https://github.com/JiuqingDong/TS_OAMIL-for-Plant-disease-detection.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2023-10-26T00:00:00"}