{"id":"https://openalex.org/W2006160156","doi":"https://doi.org/10.1080/10798587.2012.10643267","title":"Machine Vision Based Classification Of Tobacco Leaves For Automatic Harvesting","display_name":"Machine Vision Based Classification Of Tobacco Leaves For Automatic Harvesting","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2006160156","doi":"https://doi.org/10.1080/10798587.2012.10643267","mag":"2006160156"},"language":"en","primary_location":{"id":"doi:10.1080/10798587.2012.10643267","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10798587.2012.10643267","pdf_url":null,"source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation & Soft Computing","raw_type":"journal-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/A5076766601","display_name":"D. S. Guru","orcid":"https://orcid.org/0000-0002-5352-2465"},"institutions":[{"id":"https://openalex.org/I204743663","display_name":"University of Mysore","ror":"https://ror.org/012bxv356","country_code":"IN","type":"education","lineage":["https://openalex.org/I204743663"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. S. Guru","raw_affiliation_strings":["Department of Studies in Computer Science , Manasagangothri University of Mysore , Karnataka , India , Mysore-570006"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Studies in Computer Science , Manasagangothri University of Mysore , Karnataka , India , Mysore-570006","institution_ids":["https://openalex.org/I204743663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034281079","display_name":"P. Mallikarjuna","orcid":"https://orcid.org/0000-0002-0435-1049"},"institutions":[{"id":"https://openalex.org/I204743663","display_name":"University of Mysore","ror":"https://ror.org/012bxv356","country_code":"IN","type":"education","lineage":["https://openalex.org/I204743663"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. B. Mallikarjuna","raw_affiliation_strings":["Department of Studies in Computer Science , Manasagangothri University of Mysore , Karnataka , India , Mysore-570006"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Studies in Computer Science , Manasagangothri University of Mysore , Karnataka , India , Mysore-570006","institution_ids":["https://openalex.org/I204743663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054051286","display_name":"S. Manjunath","orcid":null},"institutions":[{"id":"https://openalex.org/I204743663","display_name":"University of Mysore","ror":"https://ror.org/012bxv356","country_code":"IN","type":"education","lineage":["https://openalex.org/I204743663"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Manjunath","raw_affiliation_strings":["Department of Studies in Computer Science , Manasagangothri University of Mysore , Karnataka , India , Mysore-570006 ; Intenational School of Information Management , Manasagangothri University of Mysore , Karnataka , India , Mysore-570006"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Studies in Computer Science , Manasagangothri University of Mysore , Karnataka , India , Mysore-570006 ; Intenational School of Information Management , Manasagangothri University of Mysore , Karnataka , India , Mysore-570006","institution_ids":["https://openalex.org/I204743663"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044930061","display_name":"M. M. Shenoi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138307","display_name":"Central Tobacco Research Institute","ror":"https://ror.org/04bzq6109","country_code":"IN","type":"facility","lineage":["https://openalex.org/I179420787","https://openalex.org/I4210138307"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. M. Shenoi","raw_affiliation_strings":["Central Tobacco Research Institute Research Station , Mysore District , Karnataka State , India , Hunsur-571105"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Tobacco Research Institute Research Station , Mysore District , Karnataka State , India , Hunsur-571105","institution_ids":["https://openalex.org/I4210138307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.576,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.84448482,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"5","first_page":"581","last_page":"590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9958000183105469,"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":0.9958000183105469,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9889000058174133,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9848999977111816,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8867486715316772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5226349830627441},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.45398277044296265},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4082645773887634},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33887171745300293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8867486715316772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5226349830627441},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.45398277044296265},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4082645773887634},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33887171745300293}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/10798587.2012.10643267","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10798587.2012.10643267","pdf_url":null,"source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation & Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:eprints.uni-mysore.ac.in:5529","is_oa":false,"landing_page_url":"http://eprints.uni-mysore.ac.in/5529/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400737","display_name":"MyPrints@UOM (Mysore University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204743663","host_organization_name":"University of Mysore","host_organization_lineage":["https://openalex.org/I204743663"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310016","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1792722883","https://openalex.org/W1971824443","https://openalex.org/W1985636418","https://openalex.org/W2062788190","https://openalex.org/W2063581492","https://openalex.org/W2093632026","https://openalex.org/W2100088515","https://openalex.org/W2117009028","https://openalex.org/W2154823510","https://openalex.org/W2163191040","https://openalex.org/W2163352848","https://openalex.org/W2169905820","https://openalex.org/W6728881680"],"related_works":["https://openalex.org/W3216143833","https://openalex.org/W2086719721","https://openalex.org/W1963914848","https://openalex.org/W2031620013","https://openalex.org/W2383067757","https://openalex.org/W2087929024","https://openalex.org/W2225239493","https://openalex.org/W1814066406","https://openalex.org/W2394038673","https://openalex.org/W2027853257"],"abstract_inverted_index":{"A":[0],"machine":[1],"vision":[2],"based":[3,51,84],"approach":[4],"for":[5,10,93],"classification":[6,133],"of":[7,103,106],"tobacco":[8,107,120],"leaves":[9,39,108],"automatic":[11],"harvesting":[12],"in":[13,20,76,110,117,132],"a":[14,118],"complex":[15],"agricultural":[16],"environment":[17],"is":[18,28,96],"proposed":[19],"this":[21,77],"paper.":[22],"The":[23,37,79,122],"CIELAB":[24],"color":[25],"space":[26],"model":[27,128],"used":[29,92],"to":[30],"segment":[31],"the":[32,35,86],"leaf":[33],"from":[34],"background.":[36],"segmented":[38],"are":[40,74],"classified":[41],"into":[42],"three":[43],"classes":[44],"viz.,":[45],"ripe,":[46],"unripe,":[47],"and":[48,68,113,138],"over-ripe.":[49],"Models":[50],"on":[52,85,98],"various":[53],"textural":[54],"features":[55],"such":[56],"as":[57],"GLTP":[58,127],"(Gray":[59],"Level":[60],"Local":[61],"Texture":[62],"Patterns),":[63],"LBP":[64,137],"(Local":[65,70],"Binary":[66,71],"Pattern)":[67],"LBPV":[69],"Pattern":[72],"Variance)":[73],"studied":[75],"work.":[78],"K-Nearest":[80],"Neighbor":[81],"(K-NN)":[82],"classifier":[83],"Euclidean":[87],"distance":[88],"measure":[89],"has":[90],"been":[91],"classification.":[94],"Experiment":[95],"conducted":[97],"our":[99],"own":[100],"dataset":[101],"consisting":[102],"244":[104],"images":[105],"captured":[109],"both":[111],"sunny":[112],"cloudy":[114],"lighting":[115],"conditions":[116],"real":[119],"field.":[121],"experimental":[123],"results":[124],"show":[125],"that":[126],"achieves":[129],"significant":[130],"improvement":[131],"accuracy":[134],"over":[135],"traditional":[136],"LBPV.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}