{"id":"https://openalex.org/W2051247173","doi":"https://doi.org/10.1145/1980422.1980454","title":"Segmentation and classification of tobacco seedling diseases","display_name":"Segmentation and classification of tobacco seedling diseases","publication_year":2011,"publication_date":"2011-03-25","ids":{"openalex":"https://openalex.org/W2051247173","doi":"https://doi.org/10.1145/1980422.1980454","mag":"2051247173"},"language":"en","primary_location":{"id":"doi:10.1145/1980422.1980454","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1980422.1980454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth Annual ACM Bangalore Conference","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/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":["Manasagangothri University of Mysore, Mysore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manasagangothri University of Mysore, Mysore, Karnataka, India","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":["Manasagangothri University of Mysore, Mysore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manasagangothri University of Mysore, Mysore, Karnataka, India","institution_ids":["https://openalex.org/I204743663"]}]},{"author_position":"last","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":["Manasagangothri University of Mysore, Mysore, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manasagangothri University of Mysore, Mysore, Karnataka, India","institution_ids":["https://openalex.org/I204743663"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204743663"],"apc_list":null,"apc_paid":null,"fwci":3.9826,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.93032759,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11771","display_name":"Plant Pathogens and Resistance","score":0.9987000226974487,"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/T11771","display_name":"Plant Pathogens and Resistance","score":0.9987000226974487,"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/T12858","display_name":"Plant Disease Resistance and Genetics","score":0.9919000267982483,"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/T13246","display_name":"Agriculture, Plant Science, Crop Management","score":0.9861000180244446,"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/seedling","display_name":"Seedling","score":0.6633427143096924},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.49245962500572205},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41752588748931885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3907845914363861},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.20936405658721924},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16135764122009277}],"concepts":[{"id":"https://openalex.org/C2776096895","wikidata":"https://www.wikidata.org/wiki/Q1385709","display_name":"Seedling","level":2,"score":0.6633427143096924},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.49245962500572205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41752588748931885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3907845914363861},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.20936405658721924},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16135764122009277}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1980422.1980454","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1980422.1980454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth Annual ACM Bangalore Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W30070282","https://openalex.org/W1533162639","https://openalex.org/W1968378357","https://openalex.org/W2001389114","https://openalex.org/W2011660541","https://openalex.org/W2044465660","https://openalex.org/W2067924831","https://openalex.org/W2075786226","https://openalex.org/W2092446877","https://openalex.org/W2094619061","https://openalex.org/W2096069856","https://openalex.org/W2127002222","https://openalex.org/W2143238858","https://openalex.org/W2148883270","https://openalex.org/W2171149994","https://openalex.org/W2247583724","https://openalex.org/W2305255312","https://openalex.org/W2310121607","https://openalex.org/W4242539593","https://openalex.org/W4285719527","https://openalex.org/W6698169883"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2388922981","https://openalex.org/W2376588297","https://openalex.org/W2043993394","https://openalex.org/W2379020407","https://openalex.org/W2366809278","https://openalex.org/W2111376716","https://openalex.org/W2257276718","https://openalex.org/W2378658865","https://openalex.org/W2355792773"],"abstract_inverted_index":{"In":[0,101],"this":[1],"paper,":[2],"we":[3,111],"present":[4,96],"a":[5,39,117],"novel":[6],"algorithm":[7],"for":[8,80],"extracting":[9],"lesion":[10,31,65],"area":[11,66],"and":[12,24,35,54,69,93,141],"application":[13],"of":[14,41,107,119,123,150],"neural":[15],"network":[16],"to":[17,67,90,103,166],"classify":[18,91],"seedling":[19,99,125],"diseases":[20],"such":[21],"as":[22],"anthracnose":[23,34,92],"frog-eye":[25,36,94],"spots":[26,37,95],"on":[27,38,97,116],"tobacco":[28,42,98,124,144],"leaves.":[29,100],"The":[30,135],"areas":[32,122],"with":[33,50,158],"leaf":[40],"seedlings":[43,145],"are":[44,62,77,128,156],"segmented":[45],"by":[46],"contrast":[47],"stretching":[48],"transformation":[49],"an":[51,114,131,148],"adjustable":[52],"parameter":[53],"morphological":[55],"operations.":[56],"First":[57],"order":[58,102],"statistical":[59],"texture":[60,75],"features":[61,76,155,165],"extracted":[63,121],"from":[64],"detect":[68],"diagnose":[70],"the":[71,105,108,143,153],"disease":[72],"type.":[73],"These":[74],"then":[78],"used":[79],"classification":[81],"purpose.":[82],"A":[83],"Probabilistic":[84],"Neural":[85],"Network":[86],"(PNN)":[87],"is":[88],"employed":[89],"corroborate":[104],"efficacy":[106],"proposed":[109],"model":[110],"have":[112],"conducted":[113],"experimentation":[115],"dataset":[118],"800":[120],"leaves":[126],"which":[127],"captured":[129],"in":[130],"uncontrolled":[132],"lighting":[133],"conditions.":[134],"methodology":[136],"presented":[137],"herein":[138],"effectively":[139],"detected":[140],"classified":[142],"lesions":[146],"upto":[147],"accuracy":[149],"88.5933%.":[151],"Further":[152],"recommended":[154],"compared":[157],"Gray":[159],"Level":[160],"Co-occurrence":[161],"Matrix":[162],"(GLCM)":[163],"based":[164],"bring":[167],"out":[168],"their":[169],"superiorities.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
