{"id":"https://openalex.org/W3213744338","doi":"https://doi.org/10.1109/icccnt51525.2021.9579718","title":"Real-Time Herb Leaves Localization and Classification Using YOLO","display_name":"Real-Time Herb Leaves Localization and Classification Using YOLO","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3213744338","doi":"https://doi.org/10.1109/icccnt51525.2021.9579718","mag":"3213744338"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt51525.2021.9579718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090885879","display_name":"Md. Jueal Mia","orcid":"https://orcid.org/0000-0002-9383-8739"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Jueal Mia","raw_affiliation_strings":["Daffodil International University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1207"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1207","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053122758","display_name":"Md. Hasan Imam Bijoy","orcid":"https://orcid.org/0000-0002-4756-3025"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Hasan Imam Bijoy","raw_affiliation_strings":["Daffodil International University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1207"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1207","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011696780","display_name":"S.M. Zia Uddin","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shoreef Uddin","raw_affiliation_strings":["Daffodil International University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1207"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1207","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036910918","display_name":"Dewan Mamun Raza","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Dewan Mamun Raza","raw_affiliation_strings":["Daffodil International University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1207"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of Computer Science and Engineering,Dhaka,Bangladesh,1207","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090885879"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":4.6464,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.94236416,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9983000159263611,"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":0.9983000159263611,"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":0.996999979019165,"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/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/herb","display_name":"Herb","score":0.7742990255355835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5805225372314453},{"id":"https://openalex.org/keywords/medicinal-herbs","display_name":"Medicinal herbs","score":0.5499082803726196},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5411500334739685},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4516724944114685},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3919072151184082},{"id":"https://openalex.org/keywords/traditional-medicine","display_name":"Traditional medicine","score":0.31818342208862305},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11014580726623535}],"concepts":[{"id":"https://openalex.org/C2779824472","wikidata":"https://www.wikidata.org/wiki/Q207123","display_name":"Herb","level":3,"score":0.7742990255355835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5805225372314453},{"id":"https://openalex.org/C2991655182","wikidata":"https://www.wikidata.org/wiki/Q188840","display_name":"Medicinal herbs","level":2,"score":0.5499082803726196},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5411500334739685},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4516724944114685},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3919072151184082},{"id":"https://openalex.org/C556039675","wikidata":"https://www.wikidata.org/wiki/Q771035","display_name":"Traditional medicine","level":1,"score":0.31818342208862305},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11014580726623535}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt51525.2021.9579718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2023821175","https://openalex.org/W2790163624","https://openalex.org/W2806457957","https://openalex.org/W2807205902","https://openalex.org/W2963037989","https://openalex.org/W3021238715","https://openalex.org/W3026955027","https://openalex.org/W3113008288","https://openalex.org/W3197925953","https://openalex.org/W3212212232","https://openalex.org/W4210474211","https://openalex.org/W4250439889","https://openalex.org/W6628973269","https://openalex.org/W6807437266"],"related_works":["https://openalex.org/W2393610146","https://openalex.org/W2371886129","https://openalex.org/W4387645032","https://openalex.org/W2066118242","https://openalex.org/W2373983097","https://openalex.org/W4388683192","https://openalex.org/W2393979392","https://openalex.org/W2385590096","https://openalex.org/W4322504657","https://openalex.org/W2357369346"],"abstract_inverted_index":{"Herb":[0],"leaves":[1,79],"plays":[2],"a":[3,18,44,54,58,131,158],"significant":[4,59],"role":[5],"to":[6,36,61,73,186],"cure":[7],"various":[8],"human":[9],"disease":[10],"throughout":[11],"the":[12,49,63,77,86,104,115,141,144,148,154,164],"world.":[13],"Furthermore,":[14],"it":[15,31,56],"has":[16],"had":[17],"great":[19],"impact":[20],"on":[21],"clinical":[22],"science.":[23],"People":[24],"have":[25,70,129],"less":[26],"information":[27],"about":[28,169,179],"herbs":[29,119],"accordingly":[30],"turns":[32],"into":[33,157],"an":[34],"issue":[35,60],"recognize":[37,62],"them.":[38],"Besides,":[39],"utilizing":[40],"harmful":[41],"plants":[42],"as":[43],"drug":[45],"would":[46],"genuinely":[47],"expand":[48],"danger":[50],"of":[51,88,106,118,143,175],"life.":[52],"As":[53],"result,":[55],"becomes":[57],"useful":[64],"herb":[65,78,145],"leaves.":[66,146],"Very":[67],"few":[68],"works":[69],"been":[71],"done":[72],"localize":[74],"and":[75,95,125],"classify":[76,114],"in":[80],"real-time":[81],"for":[82,140],"helping":[83],"people.":[84],"Gradually":[85],"utilization":[87],"artificial":[89,107],"intelligence":[90],"makes":[91],"our":[92,176],"life":[93],"simpler":[94],"user-friendly.":[96],"Complex":[97],"problems":[98],"can":[99],"be":[100],"effectively":[101],"solved":[102],"with":[103,166],"help":[105],"intelligence.":[108],"In":[109,147],"this":[110],"paper,":[111],"we":[112,150],"will":[113,138,151,162],"five":[116],"types":[117],"respectively":[120],"Mehndi,":[121],"Betel,":[122],"Mint,":[123],"Basil,":[124],"Aloe":[126],"Vera.":[127],"We":[128],"proposed":[130],"neural":[132],"network":[133],"model":[134,156,177],"using":[135],"YOLO":[136],"which":[137,181],"use":[139],"classification":[142],"future,":[149],"carry":[152],"out":[153,168],"prepared":[155],"versatile":[159],"application":[160],"that":[161],"assist":[163],"client":[165],"finding":[167],"homegrown":[170],"cures.":[171],"The":[172],"Classification":[173],"accuracy":[174],"is":[178,182],"95%":[180],"promising":[183],"enough":[184],"compared":[185],"other":[187],"relevant":[188],"works.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}