{"id":"https://openalex.org/W3113522598","doi":"https://doi.org/10.3390/rs13010054","title":"ATSS Deep Learning-Based Approach to Detect Apple Fruits","display_name":"ATSS Deep Learning-Based Approach to Detect Apple Fruits","publication_year":2020,"publication_date":"2020-12-25","ids":{"openalex":"https://openalex.org/W3113522598","doi":"https://doi.org/10.3390/rs13010054","mag":"3113522598"},"language":"en","primary_location":{"id":"doi:10.3390/rs13010054","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13010054","pdf_url":"https://www.mdpi.com/2072-4292/13/1/54/pdf?version=1609233500","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/1/54/pdf?version=1609233500","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057971546","display_name":"Leonardo Joso\u00e9 Biffi","orcid":"https://orcid.org/0000-0003-3334-4507"},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]},{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo Joso\u00e9 Biffi","raw_affiliation_strings":["Department of Environmental and Sanitation Engineering, College of Agriculture and Veterinary, Santa Catarina State University (UDESC), Avenida Luiz de Cam\u00f5es 2090, Lages 88520-000, SC, Brazil","Graduate Program in Geodetic Sciences, Federal University of Paran\u00e1 (UFPR), Avenida Coronel Francisco Her\u00e1clito dos Santos 210, Curitiba 81531-990, PR, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Environmental and Sanitation Engineering, College of Agriculture and Veterinary, Santa Catarina State University (UDESC), Avenida Luiz de Cam\u00f5es 2090, Lages 88520-000, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]},{"raw_affiliation_string":"Graduate Program in Geodetic Sciences, Federal University of Paran\u00e1 (UFPR), Avenida Coronel Francisco Her\u00e1clito dos Santos 210, Curitiba 81531-990, PR, Brazil","institution_ids":["https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088000884","display_name":"Edson Aparecido Mitishita","orcid":"https://orcid.org/0000-0003-1717-7657"},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Edson Mitishita","raw_affiliation_strings":["Graduate Program in Geodetic Sciences, Federal University of Paran\u00e1 (UFPR), Avenida Coronel Francisco Her\u00e1clito dos Santos 210, Curitiba 81531-990, PR, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program in Geodetic Sciences, Federal University of Paran\u00e1 (UFPR), Avenida Coronel Francisco Her\u00e1clito dos Santos 210, Curitiba 81531-990, PR, Brazil","institution_ids":["https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076941451","display_name":"Veraldo Liesenberg","orcid":"https://orcid.org/0000-0003-0564-7818"},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Veraldo Liesenberg","raw_affiliation_strings":["Department of Forest Engineering, College of Agriculture and Veterinary, Santa Catarina State University (UDESC), Avenida Luiz de Cam\u00f5es 2090, Lages 88520-000, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Forest Engineering, College of Agriculture and Veterinary, Santa Catarina State University (UDESC), Avenida Luiz de Cam\u00f5es 2090, Lages 88520-000, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018103920","display_name":"Anderson Santos","orcid":"https://orcid.org/0000-0001-6968-623X"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anderson Aparecido dos Santos","raw_affiliation_strings":["Faculty of Computer Science, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil","institution_ids":["https://openalex.org/I122558511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102923340","display_name":"Diogo Nunes Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-4527-5724"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diogo Nunes Gon\u00e7alves","raw_affiliation_strings":["Faculty of Computer Science, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil","institution_ids":["https://openalex.org/I122558511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083926768","display_name":"Nayara Vasconcelos Estrabis","orcid":"https://orcid.org/0000-0002-5249-3893"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Nayara Vasconcelos Estrabis","raw_affiliation_strings":["Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil","institution_ids":["https://openalex.org/I122558511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062377651","display_name":"Jonathan de Andrade Silva","orcid":"https://orcid.org/0000-0002-8274-2707"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jonathan de Andrade Silva","raw_affiliation_strings":["Faculty of Computer Science, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil","institution_ids":["https://openalex.org/I122558511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068523611","display_name":"Lucas Prado Osco","orcid":"https://orcid.org/0000-0002-0258-536X"},"institutions":[{"id":"https://openalex.org/I4210089278","display_name":"Universidade do Oeste Paulista","ror":"https://ror.org/00ccec020","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210089278"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Prado Osco","raw_affiliation_strings":["Faculty of Engineering and Architecture and Urbanism, University of Western S\u00e3o Paulo (UNOESTE), Rodovia Raposo Tavares, km 572\u2014Limoeiro, Pres. Prudente 19067-175, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Architecture and Urbanism, University of Western S\u00e3o Paulo (UNOESTE), Rodovia Raposo Tavares, km 572\u2014Limoeiro, Pres. Prudente 19067-175, SP, Brazil","institution_ids":["https://openalex.org/I4210089278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004115027","display_name":"Ana Paula Marques Ramos","orcid":"https://orcid.org/0000-0001-6633-2903"},"institutions":[{"id":"https://openalex.org/I4210089278","display_name":"Universidade do Oeste Paulista","ror":"https://ror.org/00ccec020","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210089278"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Paula Marques Ramos","raw_affiliation_strings":["Faculty of Engineering and Architecture and Urbanism, University of Western S\u00e3o Paulo (UNOESTE), Rodovia Raposo Tavares, km 572\u2014Limoeiro, Pres. Prudente 19067-175, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Architecture and Urbanism, University of Western S\u00e3o Paulo (UNOESTE), Rodovia Raposo Tavares, km 572\u2014Limoeiro, Pres. Prudente 19067-175, SP, Brazil","institution_ids":["https://openalex.org/I4210089278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101721122","display_name":"Jorge Ant\u00f4nio Silva Centeno","orcid":"https://orcid.org/0000-0002-2669-7147"},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Antonio Silva Centeno","raw_affiliation_strings":["Graduate Program in Geodetic Sciences, Federal University of Paran\u00e1 (UFPR), Avenida Coronel Francisco Her\u00e1clito dos Santos 210, Curitiba 81531-990, PR, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program in Geodetic Sciences, Federal University of Paran\u00e1 (UFPR), Avenida Coronel Francisco Her\u00e1clito dos Santos 210, Curitiba 81531-990, PR, Brazil","institution_ids":["https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038515900","display_name":"Marcos Benedito Schimalski","orcid":"https://orcid.org/0000-0001-7401-3881"},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos Benedito Schimalski","raw_affiliation_strings":["Department of Forest Engineering, College of Agriculture and Veterinary, Santa Catarina State University (UDESC), Avenida Luiz de Cam\u00f5es 2090, Lages 88520-000, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Forest Engineering, College of Agriculture and Veterinary, Santa Catarina State University (UDESC), Avenida Luiz de Cam\u00f5es 2090, Lages 88520-000, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013486686","display_name":"L\u00e9o Rufato","orcid":"https://orcid.org/0000-0001-9545-7035"},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leo Rufato","raw_affiliation_strings":["Department of Agronomy, College of Agriculture and Veterinary, Santa Catarina State University (UDESC), Avenida Luiz de Cam\u00f5es 2090, Lages 88520-000, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Agronomy, College of Agriculture and Veterinary, Santa Catarina State University (UDESC), Avenida Luiz de Cam\u00f5es 2090, Lages 88520-000, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029598844","display_name":"S\u00edlvio Lu\u00eds Rafaeli Neto","orcid":"https://orcid.org/0000-0002-6640-1961"},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"S\u00edlvio Lu\u00eds Rafaeli Neto","raw_affiliation_strings":["Department of Environmental and Sanitation Engineering, College of Agriculture and Veterinary, Santa Catarina State University (UDESC), Avenida Luiz de Cam\u00f5es 2090, Lages 88520-000, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Environmental and Sanitation Engineering, College of Agriculture and Veterinary, Santa Catarina State University (UDESC), Avenida Luiz de Cam\u00f5es 2090, Lages 88520-000, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071340024","display_name":"Jos\u00e9 Marcato","orcid":"https://orcid.org/0000-0002-9096-6866"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Marcato Junior","raw_affiliation_strings":["Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil","institution_ids":["https://openalex.org/I122558511"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017880637","display_name":"Wesley Nunes Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-8815-6653"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wesley Nunes Gon\u00e7alves","raw_affiliation_strings":["Faculty of Computer Science, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil","Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil","institution_ids":["https://openalex.org/I122558511"]},{"raw_affiliation_string":"Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul (UFMS), Cidade Universit\u00e1ria, Av. Costa e Silva-Pioneiros, Campo Grande 79070-900, MS, Brazil","institution_ids":["https://openalex.org/I122558511"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5076941451"],"corresponding_institution_ids":["https://openalex.org/I164790352"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":8.8086,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.97635158,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"13","issue":"1","first_page":"54","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9962000250816345,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/orchard","display_name":"Orchard","score":0.7568071484565735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.649386465549469},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6272310018539429},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6171976923942566},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5868768692016602},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4957452714443207},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.4335725009441376},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.2115032970905304},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.11667138338088989},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08988150954246521}],"concepts":[{"id":"https://openalex.org/C2780753983","wikidata":"https://www.wikidata.org/wiki/Q236371","display_name":"Orchard","level":2,"score":0.7568071484565735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.649386465549469},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6272310018539429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6171976923942566},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5868768692016602},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4957452714443207},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.4335725009441376},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.2115032970905304},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.11667138338088989},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08988150954246521}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs13010054","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13010054","pdf_url":"https://www.mdpi.com/2072-4292/13/1/54/pdf?version=1609233500","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ed32a9ccd3ea482793a83118f97f69df","is_oa":true,"landing_page_url":"https://doaj.org/article/ed32a9ccd3ea482793a83118f97f69df","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 1, p 54 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/1/54/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13010054","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 13; Issue 1; Pages: 54","raw_type":"Text"},{"id":"pmh:oai:repositorio.udesc.br:UDESC/4259","is_oa":true,"landing_page_url":"https://repositorio.udesc.br/handle/UDESC/4259","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:UDESC","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs13010054","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13010054","pdf_url":"https://www.mdpi.com/2072-4292/13/1/54/pdf?version=1609233500","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.800000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G6372343910","display_name":null,"funder_award_id":"CAPES; Finance Code 001","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G7325502903","display_name":null,"funder_award_id":"433783/2018-4; 313887/2018-7; 303559/2019-5; 304052/2019-1","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G8845893096","display_name":null,"funder_award_id":"FAPESC 2017TR1762; 2019TR816","funder_id":"https://openalex.org/F4320323349","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa e Inova\u00e7\u00e3o do Estado de Santa Catarina"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323349","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa e Inova\u00e7\u00e3o do Estado de Santa Catarina","ror":"https://ror.org/0503xdx77"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3113522598.pdf","grobid_xml":"https://content.openalex.org/works/W3113522598.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W180836830","https://openalex.org/W639708223","https://openalex.org/W1532898750","https://openalex.org/W1964487621","https://openalex.org/W1984560974","https://openalex.org/W2030222098","https://openalex.org/W2076063813","https://openalex.org/W2490973504","https://openalex.org/W2541630240","https://openalex.org/W2543665758","https://openalex.org/W2565639579","https://openalex.org/W2565950292","https://openalex.org/W2751694392","https://openalex.org/W2773784572","https://openalex.org/W2790568319","https://openalex.org/W2790979755","https://openalex.org/W2794915299","https://openalex.org/W2807039230","https://openalex.org/W2890513934","https://openalex.org/W2896107488","https://openalex.org/W2896971046","https://openalex.org/W2898498213","https://openalex.org/W2901867974","https://openalex.org/W2901871634","https://openalex.org/W2904950031","https://openalex.org/W2905631704","https://openalex.org/W2909494862","https://openalex.org/W2912706692","https://openalex.org/W2919115771","https://openalex.org/W2920621226","https://openalex.org/W2928389720","https://openalex.org/W2936307272","https://openalex.org/W2938495304","https://openalex.org/W2943955917","https://openalex.org/W2944599236","https://openalex.org/W2944963477","https://openalex.org/W2962721361","https://openalex.org/W2963299996","https://openalex.org/W2963351448","https://openalex.org/W2963353662","https://openalex.org/W2964241181","https://openalex.org/W2969825080","https://openalex.org/W2971456001","https://openalex.org/W2981630388","https://openalex.org/W2982673914","https://openalex.org/W2989928569","https://openalex.org/W2992240579","https://openalex.org/W2996445195","https://openalex.org/W2996945294","https://openalex.org/W2997692196","https://openalex.org/W3000696750","https://openalex.org/W3003266520","https://openalex.org/W3003732786","https://openalex.org/W3005287219","https://openalex.org/W3007597990","https://openalex.org/W3008439211","https://openalex.org/W3010924259","https://openalex.org/W3014641072","https://openalex.org/W3035396860","https://openalex.org/W3036650396","https://openalex.org/W3039926407","https://openalex.org/W3042421576","https://openalex.org/W3042706118","https://openalex.org/W3048750283","https://openalex.org/W3081171346","https://openalex.org/W3085201316","https://openalex.org/W3099781968","https://openalex.org/W3101577715","https://openalex.org/W3104341624","https://openalex.org/W4293580042"],"related_works":["https://openalex.org/W2357290554","https://openalex.org/W2334468155","https://openalex.org/W2590060643","https://openalex.org/W2775631375","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"In":[0],"recent":[1,26],"years,":[2],"many":[3],"agriculture-related":[4],"problems":[5],"have":[6],"been":[7],"evaluated":[8,186],"with":[9,196,334,398],"the":[10,44,56,67,79,85,93,116,155,161,165,236,256,269,282,293,317,330,351,364,368,375,393,416,430],"integration":[11],"of":[12,47,58,66,78,87,95,147,154,164,222,238,245,255,268,274,295,302,403,415,429],"artificial":[13],"intelligence":[14],"techniques":[15],"and":[16,128,140,174,209,276,305,313,342,360,387,422,436],"remote":[17,60],"sensing":[18,61],"systems.":[19,62],"Specifically,":[20],"in":[21,36,39,52,74,179,231,235,253,272,363],"fruit":[22,182],"detection":[23,189,294],"problems,":[24],"several":[25,289],"works":[27],"were":[28,249,286,308,346],"developed":[29],"using":[30],"Deep":[31],"Learning":[32],"(DL)":[33],"methods":[34,190],"applied":[35,125],"images":[37,248,285,333],"acquired":[38],"different":[40,335],"acquisition":[41],"levels.":[42],"However,":[43],"increasing":[45],"use":[46],"anti-hail":[48],"plastic":[49],"net":[50],"cover":[51],"commercial":[53],"orchards":[54,91],"highlights":[55],"importance":[57],"terrestrial":[59,130,247],"Apples":[63],"are":[64],"one":[65],"most":[68,414],"highly-challenging":[69],"fruits":[70,97,107,226],"to":[71,104,126,329],"be":[72],"detected":[73],"images,":[75],"mainly":[76],"because":[77],"target":[80],"occlusion":[81],"problem":[82],"occurrence.":[83],"Additionally,":[84,184],"introduction":[86],"high-density":[88],"apple":[89,106,137,219,225,270],"tree":[90],"makes":[92],"identification":[94,135],"single":[96],"a":[98,144,217,232,259,264,399,427],"real":[99],"challenge.":[100],"To":[101],"support":[102],"farmers":[103],"detect":[105],"efficiently,":[108],"this":[109],"paper":[110],"presents":[111],"an":[112],"approach":[113],"based":[114],"on":[115],"Adaptive":[117],"Training":[118],"Sample":[119],"Selection":[120],"(ATSS)":[121],"deep":[122,382],"learning":[123,383],"method":[124,157,377,410],"close-range":[127],"low-cost":[129],"RGB":[131,284],"images.":[132],"The":[133,151,213,408],"correct":[134],"supports":[136],"production":[138],"forecasting":[139],"gives":[141],"local":[142],"producers":[143],"better":[145],"idea":[146],"forthcoming":[148],"management":[149],"practices.":[150],"main":[152],"advantage":[153],"ATSS":[156],"is":[158,167,170,216,433],"that":[159,374,392],"only":[160],"center":[162],"point":[163],"objects":[166],"labeled,":[168],"which":[169],"much":[171],"more":[172],"practicable":[173],"realistic":[175],"than":[176],"bounding-box":[177],"annotations":[178],"heavily":[180],"dense":[181],"orchards.":[183],"we":[185,390],"other":[187,381],"object":[188],"such":[191],"as":[192],"RetinaNet,":[193],"Libra":[194],"Regions":[195],"Convolutional":[197],"Neural":[198],"Network":[199,211],"(R-CNN),":[200],"Cascade":[201],"R-CNN,":[202,204],"Faster":[203],"Feature":[205],"Selective":[206],"Anchor-Free":[207],"(FSAF),":[208],"High-Resolution":[210],"(HRNet).":[212],"study":[214],"area":[215],"highly-dense":[218],"orchard":[220],"consisting":[221],"Fuji":[223],"Suprema":[224],"(Malus":[227],"domestica":[228],"Borkh)":[229],"located":[230],"smallholder":[233],"farm":[234],"state":[237],"Santa":[239],"Catarina":[240],"(southern":[241],"Brazil).":[242],"A":[243,300],"total":[244,301],"398":[246],"taken":[250],"nearly":[251],"perpendicularly":[252],"front":[254],"trees":[257,271],"by":[258,324,349],"professional":[260],"camera,":[261],"assuring":[262],"both":[263],"good":[265],"vertical":[266],"coverage":[267],"terms":[273],"heights":[275],"overlapping":[277],"between":[278,385],"picture":[279],"frames.":[280],"After,":[281],"high-resolution":[283],"divided":[287],"into":[288],"patches":[290,307],"for":[291,310,367,419],"helping":[292],"small":[296],"and/or":[297],"occluded":[298],"apples.":[299],"3119,":[303],"840,":[304],"2010":[306],"used":[309],"training,":[311],"validation,":[312],"testing,":[314],"respectively.":[315],"Moreover,":[316],"proposed":[318,369,409],"method\u2019s":[319],"generalization":[320],"capability":[321],"was":[322,396,411],"assessed":[323],"applying":[325],"simulated":[326],"image":[327,365],"corruptions":[328],"test":[331],"set":[332],"severity":[336],"levels,":[337],"including":[338],"noise,":[339],"blurs,":[340],"weather,":[341],"digital":[343],"processing.":[344],"Experiments":[345],"also":[347,434],"conducted":[348],"varying":[350],"bounding":[352,400],"box":[353,401],"size":[354,402],"(80,":[355],"100,":[356],"120,":[357],"140,":[358],"160,":[359],"180":[361],"pixels)":[362],"original":[366],"approach.":[370],"Our":[371],"results":[372],"showed":[373],"ATSS-based":[376],"slightly":[378],"outperformed":[379],"all":[380],"methods,":[384],"2.4%":[386],"0.3%.":[388],"Also,":[389],"verified":[391],"best":[394],"result":[395],"obtained":[397],"160":[404,406],"\u00d7":[405],"pixels.":[407],"robust":[412],"regarding":[413],"corruption,":[417],"except":[418],"snow,":[420],"frost,":[421],"fog":[423],"weather":[424],"conditions.":[425],"Finally,":[426],"benchmark":[428],"reported":[431],"dataset":[432],"generated":[435],"publicly":[437],"available.":[438]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":9}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
