{"id":"https://openalex.org/W3031060698","doi":"https://doi.org/10.1007/978-3-030-48791-1_22","title":"Semantic Segmentation of Vineyard Images Using Convolutional Neural Networks","display_name":"Semantic Segmentation of Vineyard Images Using Convolutional Neural Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3031060698","doi":"https://doi.org/10.1007/978-3-030-48791-1_22","mag":"3031060698"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-48791-1_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-48791-1_22","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Proceedings of the International Neural Networks Society","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/A5000485492","display_name":"\u03a4heofanis Kalampokas","orcid":"https://orcid.org/0000-0002-1495-875X"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Theofanis Kalampokas","raw_affiliation_strings":["Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece"],"affiliations":[{"raw_affiliation_string":"Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019060070","display_name":"Konstantinos Tziridis","orcid":"https://orcid.org/0000-0003-2903-0986"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Tziridis","raw_affiliation_strings":["Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece"],"affiliations":[{"raw_affiliation_string":"Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077043814","display_name":"Alexandros Nikolaou","orcid":null},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexandros Nikolaou","raw_affiliation_strings":["Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece"],"affiliations":[{"raw_affiliation_string":"Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042467859","display_name":"\u0395leni Vrochidou","orcid":"https://orcid.org/0000-0002-0148-8592"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleni Vrochidou","raw_affiliation_strings":["Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece"],"affiliations":[{"raw_affiliation_string":"Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032725664","display_name":"George A. Papakostas","orcid":"https://orcid.org/0000-0001-5545-1499"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George A. Papakostas","raw_affiliation_strings":["Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece"],"affiliations":[{"raw_affiliation_string":"Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071608445","display_name":"Theodore Pachidis","orcid":"https://orcid.org/0000-0001-6329-0533"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Theodore Pachidis","raw_affiliation_strings":["Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece"],"affiliations":[{"raw_affiliation_string":"Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069693309","display_name":"Vassilis G. Kaburlasos","orcid":"https://orcid.org/0000-0002-1639-0627"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vassilis G. Kaburlasos","raw_affiliation_strings":["Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece"],"affiliations":[{"raw_affiliation_string":"Human-Machines Interaction Laboratory (HUMAIN-Lab), International Hellenic University, Agios Loukas, 65404, Kavala, Greece","institution_ids":["https://openalex.org/I183898223"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5000485492"],"corresponding_institution_ids":["https://openalex.org/I183898223"],"apc_list":null,"apc_paid":null,"fwci":4.0334,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9399071,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"292","last_page":"303"},"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/T11796","display_name":"Horticultural and Viticultural Research","score":0.9857000112533569,"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":0.9807000160217285,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7408721446990967},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7366780042648315},{"id":"https://openalex.org/keywords/vineyard","display_name":"Vineyard","score":0.6967802047729492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6502425670623779},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6325747966766357},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5167450308799744},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49754002690315247},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43362146615982056},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4105220139026642},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2054096758365631}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7408721446990967},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7366780042648315},{"id":"https://openalex.org/C2780924976","wikidata":"https://www.wikidata.org/wiki/Q22715","display_name":"Vineyard","level":2,"score":0.6967802047729492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6502425670623779},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6325747966766357},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5167450308799744},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49754002690315247},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43362146615982056},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4105220139026642},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2054096758365631},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-48791-1_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-48791-1_22","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2015861736","https://openalex.org/W2022028981","https://openalex.org/W2097117768","https://openalex.org/W2110764733","https://openalex.org/W2171010169","https://openalex.org/W2194775991","https://openalex.org/W2475287302","https://openalex.org/W2519653196","https://openalex.org/W2548340849","https://openalex.org/W2557406251","https://openalex.org/W2560023338","https://openalex.org/W2565639579","https://openalex.org/W2618530766","https://openalex.org/W2796286352","https://openalex.org/W2802683946","https://openalex.org/W2809598685","https://openalex.org/W2963108767","https://openalex.org/W2963163009","https://openalex.org/W2963173190","https://openalex.org/W2963954267","https://openalex.org/W2973497687","https://openalex.org/W2988172367","https://openalex.org/W2990575827","https://openalex.org/W2993044411","https://openalex.org/W3003917364"],"related_works":["https://openalex.org/W2256327466","https://openalex.org/W1489092462","https://openalex.org/W2336626438","https://openalex.org/W1586984771","https://openalex.org/W4230401055","https://openalex.org/W2315562738","https://openalex.org/W2338067956","https://openalex.org/W2254606409","https://openalex.org/W2746731132","https://openalex.org/W2072625890"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}