{"id":"https://openalex.org/W4400528009","doi":"https://doi.org/10.1109/icmisi61517.2024.10580489","title":"Assessing Tomato Maturity: CNN vs VGG16","display_name":"Assessing Tomato Maturity: CNN vs VGG16","publication_year":2024,"publication_date":"2024-05-12","ids":{"openalex":"https://openalex.org/W4400528009","doi":"https://doi.org/10.1109/icmisi61517.2024.10580489"},"language":"en","primary_location":{"id":"doi:10.1109/icmisi61517.2024.10580489","doi":"https://doi.org/10.1109/icmisi61517.2024.10580489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmisi61517.2024.10580489","pdf_url":null,"source":{"id":"https://openalex.org/S7407086229","display_name":"International Conference on Machine Intelligence and Smart Innovation (ICMISI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Machine Intelligence and Smart Innovation (ICMISI)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4400528009"],"child_works_count":0,"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/A5103308574","display_name":"Salma Maged","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I67337280","display_name":"Egyptian Russian University","ror":"https://ror.org/029me2q51","country_code":"EG","type":"education","lineage":["https://openalex.org/I67337280"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Salma Maged","raw_affiliation_strings":["School of Artificial Intelligence, Egyptian Russian University,Department of Data Science,Cairo,Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Egyptian Russian University,Department of Data Science,Cairo,Egypt","institution_ids":["https://openalex.org/I67337280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102397159","display_name":"Aya Adel","orcid":"https://orcid.org/0000-0002-1746-0615","observed_orcids":["https://orcid.org/0000-0002-1746-0615"]},"institutions":[{"id":"https://openalex.org/I67337280","display_name":"Egyptian Russian University","ror":"https://ror.org/029me2q51","country_code":"EG","type":"education","lineage":["https://openalex.org/I67337280"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Aya Adel","raw_affiliation_strings":["School of Artificial Intelligence, Egyptian Russian University,Department of Artificial Intelligence,Cairo,Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Egyptian Russian University,Department of Artificial Intelligence,Cairo,Egypt","institution_ids":["https://openalex.org/I67337280"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohamed Tawfik","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I67337280","display_name":"Egyptian Russian University","ror":"https://ror.org/029me2q51","country_code":"EG","type":"education","lineage":["https://openalex.org/I67337280"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Tawfik","raw_affiliation_strings":["School of Artificial Intelligence, Egyptian Russian University,Department of Data Science,Cairo,Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Egyptian Russian University,Department of Data Science,Cairo,Egypt","institution_ids":["https://openalex.org/I67337280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004601413","display_name":"Wael Badawy","orcid":"https://orcid.org/0000-0003-0251-9124","observed_orcids":["https://orcid.org/0000-0003-0251-9124"]},"institutions":[{"id":"https://openalex.org/I67337280","display_name":"Egyptian Russian University","ror":"https://ror.org/029me2q51","country_code":"EG","type":"education","lineage":["https://openalex.org/I67337280"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Wael Badawy","raw_affiliation_strings":["School of Artificial Intelligence, Egyptian Russian University,Department of Data Science,Cairo,Egypt"],"raw_orcid":"https://orcid.org/0000-0003-0251-9124","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Egyptian Russian University,Department of Data Science,Cairo,Egypt","institution_ids":["https://openalex.org/I67337280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I67337280"],"apc_list":null,"apc_paid":null,"fwci":1.1959,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72524309,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"136","last_page":"139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9916999936103821,"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":0.9916999936103821,"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":0.00800000037997961,"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":0.0,"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/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9559999704360962},{"id":"https://openalex.org/keywords/vgg16","display_name":"VGG16","score":0.9929999709129333},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.7879999876022339}],"concepts":[{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.6437596082687378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42036885023117065},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09823787212371826},{"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/icmisi61517.2024.10580489","doi":"https://doi.org/10.1109/icmisi61517.2024.10580489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmisi61517.2024.10580489","pdf_url":null,"source":{"id":"https://openalex.org/S7407086229","display_name":"International Conference on Machine Intelligence and Smart Innovation (ICMISI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Machine Intelligence and Smart Innovation (ICMISI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.9208999872207642}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2119267682","https://openalex.org/W2339460098","https://openalex.org/W2594899909","https://openalex.org/W2780348300","https://openalex.org/W2902673163","https://openalex.org/W2919115771","https://openalex.org/W3022219722","https://openalex.org/W3112195055","https://openalex.org/W3215917500","https://openalex.org/W4234552385","https://openalex.org/W4280639439","https://openalex.org/W4284959810"],"related_works":["https://openalex.org/W7161346479","https://openalex.org/W4415368856","https://openalex.org/W4413928657","https://openalex.org/W7161982873","https://openalex.org/W4410050524","https://openalex.org/W2946006727","https://openalex.org/W4390050011","https://openalex.org/W4401018293","https://openalex.org/W4400354261","https://openalex.org/W3202435155"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,29,38,48,60],"performance":[6,62],"analysis":[7],"of":[8,50],"two":[9,25],"techniques":[10],"for":[11],"detection":[12],"tomato":[13],"maturity.":[14],"Detecting":[15],"plant":[16],"maturity":[17],"from":[18],"images":[19,52],"inherits":[20],"several":[21,69],"challenges.":[22,70],"We":[23],"designed":[24],"different":[26],"architectures:":[27],"(1)":[28],"general":[30,57],"Convolutional":[31],"Neural":[32],"Networks":[33],"\u201cCNN\u201d":[34],"architecture.":[35],"And":[36],"(2)":[37],"pretrained":[39],"architecture":[40],"with":[41],"16":[42],"layers":[43],"\u201cVGG16\u201d.":[44],"The":[45],"experiment":[46],"uses":[47],"set":[49],"2986":[51],"and":[53],"proof":[54],"that":[55],"the":[56],"CNN":[58],"has":[59],"better":[61],"due":[63],"to":[64,67],"its":[65],"ability":[66],"accommodate":[68]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2024-07-12T00:00:00"}