{"id":"https://openalex.org/W3155397439","doi":"https://doi.org/10.1007/s10772-021-09843-x","title":"Optimized convolutional neural network model for plant species identification from leaf images using computer vision","display_name":"Optimized convolutional neural network model for plant species identification from leaf images using computer vision","publication_year":2021,"publication_date":"2021-04-21","ids":{"openalex":"https://openalex.org/W3155397439","doi":"https://doi.org/10.1007/s10772-021-09843-x","mag":"3155397439"},"language":"en","primary_location":{"id":"doi:10.1007/s10772-021-09843-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10772-021-09843-x","pdf_url":null,"source":{"id":"https://openalex.org/S4650632","display_name":"International Journal of Speech Technology","issn_l":"1381-2416","issn":["1381-2416","1572-8110"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Speech Technology","raw_type":"journal-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/A5079340619","display_name":"Satti R. G. Reddy","orcid":null},"institutions":[{"id":"https://openalex.org/I142809039","display_name":"Jawaharlal Nehru Technological University, Kakinada","ror":"https://ror.org/05s9t8c95","country_code":"IN","type":"education","lineage":["https://openalex.org/I142809039"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Satti R. G. Reddy","raw_affiliation_strings":["CSE Department, JNTUK, Kakinada, AP, 533003, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSE Department, JNTUK, Kakinada, AP, 533003, India","institution_ids":["https://openalex.org/I142809039"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014600568","display_name":"G. P. Saradhi Varma","orcid":"https://orcid.org/0000-0002-4885-1678"},"institutions":[{"id":"https://openalex.org/I134892692","display_name":"Chaitanya Bharathi Institute of Technology","ror":"https://ror.org/047ymzq84","country_code":"IN","type":"education","lineage":["https://openalex.org/I134892692"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. P. Saradhi Varma","raw_affiliation_strings":["Department of CSE, CBIT, Hyderabad, TS, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, CBIT, Hyderabad, TS, India","institution_ids":["https://openalex.org/I134892692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057809291","display_name":"R. D.","orcid":"https://orcid.org/0000-0002-8310-2760"},"institutions":[{"id":"https://openalex.org/I142809039","display_name":"Jawaharlal Nehru Technological University, Kakinada","ror":"https://ror.org/05s9t8c95","country_code":"IN","type":"education","lineage":["https://openalex.org/I142809039"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajya Lakshmi Davuluri","raw_affiliation_strings":["Department of CSE, JNTUK UCEN, Narasaraopet, AP, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, JNTUK UCEN, Narasaraopet, AP, India","institution_ids":["https://openalex.org/I142809039"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079340619"],"corresponding_institution_ids":["https://openalex.org/I142809039"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":null,"fwci":5.5328,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.95271574,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"26","issue":"1","first_page":"23","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9997000098228455,"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":0.9997000098228455,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9866999983787537,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9771999716758728,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7370376586914062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.735698401927948},{"id":"https://openalex.org/keywords/plant-identification","display_name":"Plant identification","score":0.7244019508361816},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6845542192459106},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6600841879844666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6225758790969849},{"id":"https://openalex.org/keywords/plant-species","display_name":"Plant species","score":0.6155686378479004},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45322853326797485},{"id":"https://openalex.org/keywords/plant-taxonomy","display_name":"Plant taxonomy","score":0.4397151470184326},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4265058636665344},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.4022625684738159},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.2571490406990051},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15508660674095154}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7370376586914062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.735698401927948},{"id":"https://openalex.org/C2776091240","wikidata":"https://www.wikidata.org/wiki/Q106238460","display_name":"Plant identification","level":2,"score":0.7244019508361816},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6845542192459106},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6600841879844666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6225758790969849},{"id":"https://openalex.org/C2985179745","wikidata":"https://www.wikidata.org/wiki/Q131449","display_name":"Plant species","level":2,"score":0.6155686378479004},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45322853326797485},{"id":"https://openalex.org/C24412817","wikidata":"https://www.wikidata.org/wiki/Q1138178","display_name":"Plant taxonomy","level":4,"score":0.4397151470184326},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4265058636665344},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.4022625684738159},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.2571490406990051},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15508660674095154},{"id":"https://openalex.org/C41806617","wikidata":"https://www.wikidata.org/wiki/Q3516404","display_name":"Systematics","level":3,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10772-021-09843-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10772-021-09843-x","pdf_url":null,"source":{"id":"https://openalex.org/S4650632","display_name":"International Journal of Speech Technology","issn_l":"1381-2416","issn":["1381-2416","1572-8110"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Speech Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W645748567","https://openalex.org/W1968896562","https://openalex.org/W2197299173","https://openalex.org/W2213241010","https://openalex.org/W2220414802","https://openalex.org/W2404400986","https://openalex.org/W2470803522","https://openalex.org/W2473156356","https://openalex.org/W2520364485","https://openalex.org/W2579348194","https://openalex.org/W2599068109","https://openalex.org/W2787850338","https://openalex.org/W2791456092","https://openalex.org/W2791899572","https://openalex.org/W2802511068","https://openalex.org/W2914201981","https://openalex.org/W2943973036","https://openalex.org/W2963801405","https://openalex.org/W2964098158","https://openalex.org/W2972116820","https://openalex.org/W3046825113","https://openalex.org/W4251701868"],"related_works":["https://openalex.org/W2995685511","https://openalex.org/W4295780703","https://openalex.org/W4387094765","https://openalex.org/W2011185749","https://openalex.org/W4213031606","https://openalex.org/W2808828169","https://openalex.org/W3195287308","https://openalex.org/W3106826951","https://openalex.org/W1004755574","https://openalex.org/W4372342424"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}