{"id":"https://openalex.org/W2426292003","doi":"https://doi.org/10.1109/siu.2016.7496150","title":"Plant classification using group of features","display_name":"Plant classification using group of features","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2426292003","doi":"https://doi.org/10.1109/siu.2016.7496150","mag":"2426292003"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2016.7496150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2016.7496150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th Signal Processing and Communication Application Conference (SIU)","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/A5028870698","display_name":"Salar Razavi","orcid":"https://orcid.org/0000-0003-2421-4524"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Salar Razavi","raw_affiliation_strings":["G\u00f6rsel Zeka Laboratuar\u0131, Elektronik ve Haberle\u015fme M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u0130stanbul Teknik \u00dcniversitesi, Turkey"],"affiliations":[{"raw_affiliation_string":"G\u00f6rsel Zeka Laboratuar\u0131, Elektronik ve Haberle\u015fme M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u0130stanbul Teknik \u00dcniversitesi, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102285234","display_name":"H\u00fclya Yal\u00e7\u0131n","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"H\u00fclya Yal\u00e7\u0131n","raw_affiliation_strings":["G\u00f6rsel Zeka Laboratuar\u0131, Elektronik ve Haberle\u015fme M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u0130stanbul Teknik \u00dcniversitesi, Turkey"],"affiliations":[{"raw_affiliation_string":"G\u00f6rsel Zeka Laboratuar\u0131, Elektronik ve Haberle\u015fme M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, \u0130stanbul Teknik \u00dcniversitesi, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028870698"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":1.3706,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87958639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1957","last_page":"1960"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.998199999332428,"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":0.998199999332428,"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":0.9722999930381775,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9667999744415283,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.576624870300293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5734063982963562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5724251866340637},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.520922839641571},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.49570953845977783},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4913307726383209},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4553847312927246},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4372175335884094},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3948433995246887}],"concepts":[{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.576624870300293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5734063982963562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5724251866340637},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.520922839641571},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.49570953845977783},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4913307726383209},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4553847312927246},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4372175335884094},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3948433995246887},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu.2016.7496150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2016.7496150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th Signal Processing and Communication Application Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/68055","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/68055","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.6800000071525574,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1970487713","https://openalex.org/W2049768161","https://openalex.org/W2094450031","https://openalex.org/W2131415551","https://openalex.org/W2158186321","https://openalex.org/W2256962402","https://openalex.org/W2301068440","https://openalex.org/W2401897194"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W3024018414","https://openalex.org/W385273440","https://openalex.org/W1585144779"],"abstract_inverted_index":{"Increasing":[0],"world":[1],"population":[2],"and":[3,44,61,74,79,106,109,128,135,141],"limited":[4],"food":[5,38],"resources,":[6],"has":[7],"made":[8],"it":[9],"inevitable":[10],"to":[11,18,34,37,42,51,67,88,132,189],"apply":[12],"the":[13,20,56,69,76,90,155,191,194],"benefits":[14],"of":[15,22,55,92,119,154,193],"modern":[16],"technology":[17],"improve":[19],"efficiency":[21],"agricultural":[23],"fields.":[24],"Automatic":[25],"plant":[26],"type":[27,91],"identification":[28],"process":[29],"is":[30,65,113,157],"crucial":[31],"not":[32],"only":[33],"industries":[35],"related":[36,45],"production":[39],"but":[40],"also":[41],"environmentalists":[43],"authorities.":[46],"It":[47,64],"increases":[48],"productivity,":[49],"contributes":[50],"a":[52,86,95,163],"better":[53],"understanding":[54],"relationship":[57],"between":[58],"environmental":[59],"factors":[60],"healthy":[62],"crops.":[63],"expected":[66],"reduce":[68],"labor":[70],"costs":[71],"for":[72,115,149,168],"farmers":[73],"increase":[75],"operation":[77],"speed":[78],"accuracy.":[80],"In":[81],"this":[82],"paper,":[83],"we":[84],"propose":[85],"method":[87],"classify":[89],"plants":[93],"in":[94,125],"video":[96],"sequence.":[97],"Our":[98],"approach":[99,156],"utilizes":[100],"feature":[101,120],"fusion":[102],"together":[103],"with":[104],"color":[105,130,134],"texture":[107],"features":[108],"support":[110],"vector":[111],"machine":[112],"used":[114,188],"classification.":[116],"A":[117],"variety":[118],"extraction":[121],"techniques":[122],"are":[123,147,173,187],"employed":[124,148],"W-B,":[126],"R-G":[127],"B-Y":[129],"spaces":[131],"extract":[133],"textural":[136],"features.":[137],"Principal":[138],"component":[139],"analysis":[140],"t-distributed":[142],"stochastic":[143],"neighbor":[144],"embedding":[145],"methods":[146],"dimension":[150],"reduction.":[151],"The":[152],"performance":[153],"tested":[158],"on":[159],"dataset":[160],"collected":[161],"through":[162],"government":[164],"supported":[165],"project,":[166],"TARBIL,":[167],"which":[169],"over":[170],"1200":[171],"agro-stations":[172],"placed":[174],"throughout":[175],"Turkey.":[176],"5-fold":[177],"cross":[178],"validation":[179],"technique":[180],"as":[181,183],"well":[182],"random":[184],"test":[185,190],"samples":[186],"accuracy":[192],"system.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}