{"id":"https://openalex.org/W2547185220","doi":"https://doi.org/10.1109/icacci.2016.7732261","title":"Automatic classification of turmeric rhizomes using the external morphological characteristics","display_name":"Automatic classification of turmeric rhizomes using the external morphological characteristics","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2547185220","doi":"https://doi.org/10.1109/icacci.2016.7732261","mag":"2547185220"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2016.7732261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2016.7732261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5018013257","display_name":"Arshpreet Kaur","orcid":"https://orcid.org/0000-0002-5157-5870"},"institutions":[{"id":"https://openalex.org/I79161377","display_name":"Punjabi University","ror":"https://ror.org/00xdn8y92","country_code":"IN","type":"education","lineage":["https://openalex.org/I79161377"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arshpreet Kaur","raw_affiliation_strings":["Department of Electronics & Communication Engineering, Punjabi University, Patiala, India","Department of Electronics & Communication Engineering, Punjabi University, Patiala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communication Engineering, Punjabi University, Patiala, India","institution_ids":["https://openalex.org/I79161377"]},{"raw_affiliation_string":"Department of Electronics & Communication Engineering, Punjabi University, Patiala, India","institution_ids":["https://openalex.org/I79161377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081311812","display_name":"Navreet Saini","orcid":null},"institutions":[{"id":"https://openalex.org/I42095658","display_name":"Central Scientific Instruments Organisation","ror":"https://ror.org/04bfs6764","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I42095658","https://openalex.org/I4210134808","https://openalex.org/I66760702"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Navreet Saini","raw_affiliation_strings":["CSIR-Central Scientific Instruments Organisation, Sector 30-C, Chandigarh","CSIR-Central Scientific Instruments Organisation, Chandigarh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIR-Central Scientific Instruments Organisation, Sector 30-C, Chandigarh","institution_ids":["https://openalex.org/I42095658"]},{"raw_affiliation_string":"CSIR-Central Scientific Instruments Organisation, Chandigarh","institution_ids":["https://openalex.org/I42095658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049152383","display_name":"Ranjit Kaur","orcid":"https://orcid.org/0000-0002-6524-1353"},"institutions":[{"id":"https://openalex.org/I79161377","display_name":"Punjabi University","ror":"https://ror.org/00xdn8y92","country_code":"IN","type":"education","lineage":["https://openalex.org/I79161377"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ranjit Kaur","raw_affiliation_strings":["Department of Electronics & Communication Engineering, Punjabi University, Patiala, India","Department of Electronics & Communication Engineering, Punjabi University, Patiala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communication Engineering, Punjabi University, Patiala, India","institution_ids":["https://openalex.org/I79161377"]},{"raw_affiliation_string":"Department of Electronics & Communication Engineering, Punjabi University, Patiala, India","institution_ids":["https://openalex.org/I79161377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041228147","display_name":"Amitava Das","orcid":"https://orcid.org/0000-0002-8277-7248"},"institutions":[{"id":"https://openalex.org/I42095658","display_name":"Central Scientific Instruments Organisation","ror":"https://ror.org/04bfs6764","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I42095658","https://openalex.org/I4210134808","https://openalex.org/I66760702"]},{"id":"https://openalex.org/I99364266","display_name":"Academy of Scientific and Innovative Research","ror":"https://ror.org/053rcsq61","country_code":"IN","type":"education","lineage":["https://openalex.org/I99364266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amitava Das","raw_affiliation_strings":["CSIR-Central Scientific Instruments Organisation, Sector 30-C, Chandigarh","AcSIR-Academy of Scientific & Innovative Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIR-Central Scientific Instruments Organisation, Sector 30-C, Chandigarh","institution_ids":["https://openalex.org/I42095658"]},{"raw_affiliation_string":"AcSIR-Academy of Scientific & Innovative Research","institution_ids":["https://openalex.org/I99364266"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1507","last_page":"1510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9965999722480774,"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/T12388","display_name":"Identification and Quantification in Food","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10225","display_name":"Essential Oils and Antimicrobial Activity","score":0.9750000238418579,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/rhizome","display_name":"Rhizome","score":0.8108484745025635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7274705171585083},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.7085756063461304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6653952598571777},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6411138772964478},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.548259973526001},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5188480615615845},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47223803400993347},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.41334858536720276},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.14367371797561646},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.07442501187324524},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.053712159395217896}],"concepts":[{"id":"https://openalex.org/C134550120","wikidata":"https://www.wikidata.org/wiki/Q184208","display_name":"Rhizome","level":2,"score":0.8108484745025635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7274705171585083},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.7085756063461304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6653952598571777},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6411138772964478},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.548259973526001},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5188480615615845},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47223803400993347},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.41334858536720276},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.14367371797561646},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.07442501187324524},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.053712159395217896}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2016.7732261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2016.7732261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320336368","display_name":"CSIR-Central Scientific Instruments Organisation","ror":"https://ror.org/04bfs6764"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1993142827","https://openalex.org/W2018868205","https://openalex.org/W2058141908","https://openalex.org/W2061724928","https://openalex.org/W2084392061","https://openalex.org/W2153207916","https://openalex.org/W2274473591","https://openalex.org/W2324320404","https://openalex.org/W4229784198","https://openalex.org/W7027716524"],"related_works":["https://openalex.org/W2122667464","https://openalex.org/W2054831422","https://openalex.org/W2106731176","https://openalex.org/W2387104004","https://openalex.org/W3047671631","https://openalex.org/W1548186045","https://openalex.org/W2902098370","https://openalex.org/W1838530225","https://openalex.org/W2005234362","https://openalex.org/W2162970382"],"abstract_inverted_index":{"Machine":[0],"vision":[1,32],"is":[2],"a":[3,30],"computer":[4],"based":[5,42,62],"decision":[6],"making":[7],"process":[8],"useful":[9],"for":[10],"reducing":[11],"manual":[12],"inspections.":[13],"Accurate":[14],"classification":[15],"of":[16,48,56,67],"agricultural":[17],"products":[18],"can":[19],"be":[20],"obtained":[21],"by":[22],"using":[23,59],"external":[24,88],"morphological":[25,81,89],"details.":[26],"This":[27],"study":[28],"presents":[29],"machine":[31],"system":[33],"that":[34],"classifies":[35],"turmeric":[36,57,69,103],"rhizomes":[37,58,70],"into":[38],"three":[39],"defined":[40],"classes":[41],"on":[43,85],"its":[44],"origin.":[45],"The":[46,64,87],"objective":[47],"this":[49],"paper":[50],"was":[51],"to":[52],"classify":[53],"the":[54,68,102],"varieties":[55],"neural":[60],"network":[61],"classifier.":[63],"visible":[65],"images":[66],"were":[71,83],"acquired":[72],"and":[73,80,94],"imaging":[74],"techniques":[75],"such":[76,91],"as":[77,92],"histogram":[78],"thresholding":[79],"operations":[82],"performed":[84],"them.":[86],"features":[90],"shape":[93],"size":[95],"showed":[96],"promising":[97],"results":[98],"in":[99],"automatically":[100],"classifying":[101],"rhizomes.":[104]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}