{"id":"https://openalex.org/W4401018293","doi":"https://doi.org/10.1109/incet61516.2024.10593108","title":"A Novel Approach for Tomato Quality Evaluation: Computer Vision in Maturity Assessment and Disease Detection","display_name":"A Novel Approach for Tomato Quality Evaluation: Computer Vision in Maturity Assessment and Disease Detection","publication_year":2024,"publication_date":"2024-05-24","ids":{"openalex":"https://openalex.org/W4401018293","doi":"https://doi.org/10.1109/incet61516.2024.10593108"},"language":"en","primary_location":{"id":"doi:10.1109/incet61516.2024.10593108","doi":"https://doi.org/10.1109/incet61516.2024.10593108","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/incet61516.2024.10593108","pdf_url":null,"source":{"id":"https://openalex.org/S4306498759","display_name":"International Conference for Emerging Technology (INCET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference for Emerging Technology (INCET)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5105174714","display_name":"Prarthana Arya K Y","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prarthana Arya K Y","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science,Mysore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science,Mysore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tejas P Kulkarni","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tejas P Kulkarni","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science,Mysore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science,Mysore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082145412","display_name":"B R Pushpa","orcid":"https://orcid.org/0000-0002-2585-0613","observed_orcids":["https://orcid.org/0000-0002-2585-0613"]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushpa B R","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science,Mysore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham,Department of Computer Science,Mysore,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010229047","display_name":"N. Shobha Rani","orcid":"https://orcid.org/0000-0003-4882-1919","observed_orcids":["https://orcid.org/0000-0003-4882-1919"]},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N Shobha Rani","raw_affiliation_strings":["Gitam School of Technology, Gitam University,Department of Computer Science and Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gitam School of Technology, Gitam University,Department of Computer Science and Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111244230","display_name":"M. A. Sangamesha","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sangamesha M A","raw_affiliation_strings":["National Institute of Engineering,Department of Chemistry,Mysore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Engineering,Department of Chemistry,Mysore,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5833,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91751788,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9984999895095825,"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":0.9984999895095825,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tomato","display_name":"tomato","score":0.7710000276565552},{"id":"https://openalex.org/keywords/fruit-maturity-assessment","display_name":"fruit maturity assessment","score":0.8339999914169312},{"id":"https://openalex.org/keywords/plant-disease-detection","display_name":"plant disease detection","score":0.9190000295639038},{"id":"https://openalex.org/keywords/fruit-quality-evaluation","display_name":"fruit quality assessment","score":0.7879999876022339},{"id":"https://openalex.org/keywords/vgg16","display_name":"VGG16","score":0.9160000085830688},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":1.0},{"id":"https://openalex.org/keywords/image-classification","display_name":"image classification","score":0.6159999966621399},{"id":"https://openalex.org/keywords/fruit-image-dataset","display_name":"fruit image dataset","score":0.42500001192092896},{"id":"https://openalex.org/keywords/harvest-timing","display_name":"harvest time","score":0.39800000190734863}],"concepts":[{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.6294585466384888},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6178153157234192},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5692257881164551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44542211294174194},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.41890281438827515},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3986165225505829},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3346945643424988},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.15525484085083008},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15032458305358887},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.13510173559188843},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06699326634407043},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/incet61516.2024.10593108","doi":"https://doi.org/10.1109/incet61516.2024.10593108","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/incet61516.2024.10593108","pdf_url":null,"source":{"id":"https://openalex.org/S4306498759","display_name":"International Conference for Emerging Technology (INCET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference for Emerging Technology (INCET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.991100013256073,"id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2554232429","https://openalex.org/W3047429366","https://openalex.org/W3097182928","https://openalex.org/W4214821526","https://openalex.org/W4301505686","https://openalex.org/W4304092451","https://openalex.org/W4312533835","https://openalex.org/W4312879955","https://openalex.org/W4379983087","https://openalex.org/W4382794283","https://openalex.org/W4384929674","https://openalex.org/W4385840140","https://openalex.org/W4385863936","https://openalex.org/W4386028079","https://openalex.org/W4387454703","https://openalex.org/W4387652323","https://openalex.org/W4388569057","https://openalex.org/W4388830128","https://openalex.org/W4390050011","https://openalex.org/W4390707014","https://openalex.org/W4393441317"],"related_works":["https://openalex.org/W4400354261","https://openalex.org/W4410050524","https://openalex.org/W4410809931","https://openalex.org/W2999013127","https://openalex.org/W2789726530","https://openalex.org/W3197183349","https://openalex.org/W7161982873","https://openalex.org/W7161346479","https://openalex.org/W3215917500","https://openalex.org/W4407363765"],"abstract_inverted_index":{"Tomatoes":[0],"(Solanum":[1],"lycopersicum)":[2],"are":[3,75,146,152],"one":[4],"of":[5,54,83,103,113,160,163,184],"the":[6,41,79,93,100,111,114,149],"most":[7],"widely":[8],"consumed":[9],"fruits":[10,84],"globally.":[11],"Fruit":[12],"maturity":[13,27,56,81,94,118,166,182],"and":[14,24,34,57,73,88,96,120,133,186],"disease":[15,97,121,187],"estimation":[16],"is":[17,44,59,105],"a":[18],"criticalfactors":[19],"in":[20,99,143,174,190],"determining":[21],"its":[22],"quality":[23],"marketability.":[25],"Traditional":[26],"assessment":[28],"requires":[29],"huge":[30],"labor,":[31],"slow,":[32],"subjective,":[33],"time-consuming":[35],"activities.":[36],"To":[37],"address":[38],"these":[39],"challenges,":[40],"agriculture":[42],"industry":[43],"subjected":[45],"to":[46,61,77,136],"automation":[47],"using":[48,85,148],"computer":[49],"vision":[50],"models.":[51,91],"Accurate":[52],"prediction":[53,188],"tomato":[55,117],"diseases":[58],"important":[60],"decide":[62],"on":[63,130],"harvesting":[64],"time.":[65],"Several":[66],"features":[67],"such":[68],"as":[69],"color,":[70],"shape,":[71],"texture,":[72],"size":[74],"considered":[76],"predict":[78],"different":[80,165],"stages":[82,183],"deep":[86],"learning":[87,90,127],"machine":[89],"Assessing":[92],"level":[95],"detection":[98],"early":[101],"stage":[102],"tomatoes":[104,185],"crucial.":[106],"The":[107,123,140,157,171],"proposed":[108],"work":[109,145],"explores":[110],"application":[112],"VGG16":[115],"architecturefor":[116],"classification":[119],"detection.":[122],"study":[124],"leverages":[125],"transfer":[126],"with":[128],"VGG16focusing":[129],"feature":[131],"extraction":[132],"model":[134],"optimization":[135],"achieve":[137],"accurate":[138],"classification.":[139],"datasets":[141],"used":[142],"this":[144],"self-created":[147],"images":[150],"that":[151],"collected":[153],"from":[154],"agricultural":[155],"farms.":[156],"dataset":[158],"consists":[159],"image":[161],"samples":[162],"six":[164,181],"stagesand":[167],"diseased":[168],"fruit":[169],"images.":[170],"experiment":[172],"results":[173],"an":[175],"accuracy":[176],"range":[177],"between":[178],"95%-99%":[179],"for":[180],"resulted":[189],"90%-97%":[191],"accuracy.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2024-07-27T00:00:00"}
