{"id":"https://openalex.org/W6907252136","doi":"https://doi.org/10.21227/jrw1-md38","title":"IIITDMJ_Maize","display_name":"IIITDMJ_Maize","publication_year":2023,"publication_date":"2023-12-20","ids":{"openalex":"https://openalex.org/W6907252136","doi":"https://doi.org/10.21227/jrw1-md38"},"language":"en","primary_location":{"id":"doi:10.21227/jrw1-md38","is_oa":true,"landing_page_url":"https://doi.org/10.21227/jrw1-md38","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.21227/jrw1-md38","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Singh Thakur, Poornima","orcid":null},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Singh Thakur, Poornima","raw_affiliation_strings":["PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur","institution_ids":["https://openalex.org/I207223250"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chaturvedi, Shubhangi","orcid":null},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chaturvedi, Shubhangi","raw_affiliation_strings":["PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur","institution_ids":["https://openalex.org/I207223250"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Khanna, Pritee","orcid":null},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Khanna, Pritee","raw_affiliation_strings":["PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur","institution_ids":["https://openalex.org/I207223250"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sheorey, Tanuja","orcid":null},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sheorey, Tanuja","raw_affiliation_strings":["PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur","institution_ids":["https://openalex.org/I207223250"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ojha, Aparajita","orcid":null},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ojha, Aparajita","raw_affiliation_strings":["PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur","institution_ids":["https://openalex.org/I207223250"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.5228000283241272},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5098999738693237},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.44040000438690186},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.41119998693466187},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.40709999203681946},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.37299999594688416}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6161999702453613},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.5228000283241272},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5098999738693237},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4490000009536743},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4426000118255615},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.44040000438690186},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.41119998693466187},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.40709999203681946},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.37299999594688416},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3546999990940094},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.33959999680519104},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.33149999380111694},{"id":"https://openalex.org/C206139338","wikidata":"https://www.wikidata.org/wiki/Q192355","display_name":"Raw material","level":2,"score":0.32749998569488525},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.32670000195503235},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2791000008583069},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26649999618530273}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21227/jrw1-md38","is_oa":true,"landing_page_url":"https://doi.org/10.21227/jrw1-md38","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.21227/jrw1-md38","is_oa":true,"landing_page_url":"https://doi.org/10.21227/jrw1-md38","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,77],"existing":[1],"datasets":[2],"lack":[3],"the":[4,9,40,48,54,109,119,124,172],"diversity":[5],"required":[6],"to":[7,30,42,82,90,106],"train":[8],"model":[10],"so":[11],"that":[12,86],"it":[13],"performs":[14],"equally":[15],"well":[16],"in":[17],"real":[18],"fields&nbsp;":[19],"under":[20,67],"varying":[21],"environmental":[22],"conditions.":[23],"To":[24,52],"address":[25],"this":[26],"limitation,":[27],"we":[28],"propose":[29],"collect":[31],"a":[32,57,64],"small":[33],"number":[34],"of":[35,121,164],"in-field":[36],"data":[37,45],"and":[38,74,113,126,148,157],"use":[39],"GAN":[41],"generate":[43],"synthetic":[44],"for":[46,99,170],"training":[47],"deep":[49],"learning":[50],"network.":[51],"demonstrate":[53],"proposed":[55],"method,":[56],"maize":[58],"dataset":[59],"'IIITDMJ_Maize'&nbsp;":[60],"was":[61,80],"collected":[62,156],"using":[63],"drone":[65],"camera":[66],"different":[68],"weather":[69],"conditions,":[70],"including":[71],"both":[72],"sunny":[73],"cloudy":[75],"days.":[76],"recorded":[78],"video":[79],"processed":[81,105],"sample":[83],"image":[84],"frames":[85],"were":[87,103,129,155,167],"later":[88],"resized":[89],"224":[91],"x":[92],"224.":[93],"Keeping":[94],"some":[95],"raw":[96,125,161],"images":[97,102,128,154,163],"intact":[98],"evaluation":[100],"purpose,":[101],"further":[104],"crop":[107],"only":[108],"portion":[110],"containing":[111],"diseases":[112],"selecting":[114],"healthy":[115],"plant":[116],"images.":[117],"With":[118],"help":[120],"agriculture":[122],"experts,":[123],"cropped":[127],"subsequently":[130],"categorized":[131],"into":[132],"four":[133],"distinct":[134],"classes":[135],"--":[136],"(a)":[137],"common":[138],"rust,":[139],"(b)":[140],"northern":[141],"leaf":[142,146],"blight,":[143],"(c)":[144],"gray":[145],"spot,":[147],"(d)":[149],"healthy.":[150],"In":[151],"total,":[152],"416":[153],"labeled.":[158],"Further,":[159],"50":[160],"(un-cropped)":[162],"each":[165],"category":[166],"also":[168],"selected":[169],"testing":[171],"model's":[173],"performance.":[174]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
