{"id":"https://openalex.org/W2791092923","doi":"https://doi.org/10.1007/978-3-319-75193-1_5","title":"Going Deeper on BioImages Classification: A Plant Leaf Dataset Case Study","display_name":"Going Deeper on BioImages Classification: A Plant Leaf Dataset Case Study","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2791092923","doi":"https://doi.org/10.1007/978-3-319-75193-1_5","mag":"2791092923"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-75193-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-75193-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5082640174","display_name":"Daniel H. A. Alves","orcid":"https://orcid.org/0000-0002-6385-0040"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Daniel H. A. Alves","raw_affiliation_strings":["Department of Computing, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079653600","display_name":"Lu\u00eds F. Galonetti","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lu\u00eds F. Galonetti","raw_affiliation_strings":["Department of Computing, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068997665","display_name":"Claiton de Oliveira","orcid":"https://orcid.org/0000-0003-2953-6223"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Claiton de Oliveira","raw_affiliation_strings":["Department of Computing, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065155873","display_name":"Pedro H. Bugatti","orcid":"https://orcid.org/0000-0001-9421-9254"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro H. Bugatti","raw_affiliation_strings":["Department of Computing, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038999508","display_name":"Priscila T. M. Saito","orcid":"https://orcid.org/0000-0002-4870-4766"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]},{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Priscila T. M. Saito","raw_affiliation_strings":["Department of Computing, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, Brazil","Institute of Computing, University of Campinas, Campinas, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, Brazil","institution_ids":["https://openalex.org/I1283613182"]},{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082640174"],"corresponding_institution_ids":["https://openalex.org/I1283613182"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9706,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7421875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"36","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9926999807357788,"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":0.9854000210762024,"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/computer-science","display_name":"Computer science","score":0.8418500423431396},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.798216700553894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7108974456787109},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.615587592124939},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6086442470550537},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5951635241508484},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5756909847259521},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5529348254203796},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5483182668685913},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5276721119880676},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4832952320575714},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4462665915489197},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4333207309246063},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3854402005672455},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3230077624320984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06923288106918335},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.057639867067337036},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.05247539281845093}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8418500423431396},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.798216700553894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7108974456787109},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.615587592124939},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6086442470550537},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5951635241508484},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5756909847259521},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5529348254203796},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5483182668685913},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5276721119880676},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4832952320575714},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4462665915489197},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4333207309246063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3854402005672455},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3230077624320984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06923288106918335},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.057639867067337036},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.05247539281845093},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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:10.1007/978-3-319-75193-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-75193-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.5099999904632568,"display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W192516634","https://openalex.org/W1481460540","https://openalex.org/W1486317198","https://openalex.org/W1690919088","https://openalex.org/W1920170702","https://openalex.org/W1972195523","https://openalex.org/W2008056655","https://openalex.org/W2039388884","https://openalex.org/W2040870580","https://openalex.org/W2045943520","https://openalex.org/W2047822984","https://openalex.org/W2062118960","https://openalex.org/W2094794667","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2122111042","https://openalex.org/W2125055259","https://openalex.org/W2140092645","https://openalex.org/W2140785063","https://openalex.org/W2163763714","https://openalex.org/W2183341477","https://openalex.org/W2253429366","https://openalex.org/W2911964244","https://openalex.org/W2919115771","https://openalex.org/W2949667497","https://openalex.org/W2998009871","https://openalex.org/W4244003036","https://openalex.org/W4248916828"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W3183901164","https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3192840557","https://openalex.org/W3103566983","https://openalex.org/W3176438653"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}