{"id":"https://openalex.org/W4292572083","doi":"https://doi.org/10.1007/978-981-19-2894-9_42","title":"A Study of Image Characteristics and Classifiers Utilized for Identify Leaves","display_name":"A Study of Image Characteristics and Classifiers Utilized for Identify Leaves","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4292572083","doi":"https://doi.org/10.1007/978-981-19-2894-9_42"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-2894-9_42","doi":"https://doi.org/10.1007/978-981-19-2894-9_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-2894-9_42","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4292572055","display_name":"Intelligent Sustainable Systems"},"type":"book-chapter","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/A5028205597","display_name":"Dipak Pralhad Mahurkar","orcid":"https://orcid.org/0000-0002-2312-444X","observed_orcids":["https://orcid.org/0000-0002-2312-444X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dipak Pralhad Mahurkar","raw_affiliation_strings":["Electronics and Communication Engineering, Oriental University, Indore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Communication Engineering, Oriental University, Indore, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000212447","display_name":"Hemant Patidar","orcid":"https://orcid.org/0000-0001-6572-5799","observed_orcids":["https://orcid.org/0000-0001-6572-5799"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hemant Patidar","raw_affiliation_strings":["Electronics and Communication Engineering, Oriental University, Indore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Communication Engineering, Oriental University, Indore, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5028205597"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1727,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8131276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"559","last_page":"568"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.86080002784729,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.86080002784729,"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/T10616","display_name":"Smart Agriculture and AI","score":0.1054999977350235,"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":0.007499999832361937,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/leaf-recognition","display_name":"leaf identification","score":0.8330000042915344},{"id":"https://openalex.org/keywords/plant-species-classification","display_name":"plant species classification","score":0.8899999856948853},{"id":"https://openalex.org/keywords/leaf-shape-features","display_name":"leaf shape features","score":0.8640000224113464},{"id":"https://openalex.org/keywords/leaf-texture-features","display_name":"leaf texture features","score":0.9520000219345093},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.7599999904632568},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"probabilistic neural network","score":0.968999981880188},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":1.0},{"id":"https://openalex.org/keywords/decision-tree-classifier","display_name":"decision tree classification","score":0.8500000238418579},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9459999799728394},{"id":"https://openalex.org/keywords/computer-vision","display_name":"computer vision","score":0.5170000195503235}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7808448076248169},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6821625828742981},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6501491069793701},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6463289856910706},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6222929954528809},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6118819117546082},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6106738448143005},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.597603976726532},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.43933552503585815},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.42776551842689514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41496366262435913},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.413326621055603},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33905720710754395},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.13635164499282837},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.08225148916244507},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05524006485939026}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-2894-9_42","doi":"https://doi.org/10.1007/978-981-19-2894-9_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-2894-9_42","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W147281455","https://openalex.org/W1985754860","https://openalex.org/W2068231508","https://openalex.org/W2194441270","https://openalex.org/W2483836305","https://openalex.org/W2520702394","https://openalex.org/W2980226421","https://openalex.org/W3001768830","https://openalex.org/W3133173501","https://openalex.org/W3194982898","https://openalex.org/W4233762708","https://openalex.org/W4242392184"],"related_works":["https://openalex.org/W3095915808","https://openalex.org/W2799906089","https://openalex.org/W2901927738","https://openalex.org/W4395040194","https://openalex.org/W7095977393","https://openalex.org/W2365704816","https://openalex.org/W1611999349","https://openalex.org/W2057548257","https://openalex.org/W74508528","https://openalex.org/W2775741788"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2022-08-22T00:00:00"}