{"id":"https://openalex.org/W4283801178","doi":"https://doi.org/10.1007/s12145-022-00840-5","title":"Performance evaluation of shallow and deep CNN architectures on building segmentation from high-resolution images","display_name":"Performance evaluation of shallow and deep CNN architectures on building segmentation from high-resolution images","publication_year":2022,"publication_date":"2022-07-04","ids":{"openalex":"https://openalex.org/W4283801178","doi":"https://doi.org/10.1007/s12145-022-00840-5"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-022-00840-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-022-00840-5","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","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/A5029217705","display_name":"Batuhan Sar\u0131t\u00fcrk","orcid":"https://orcid.org/0000-0001-8777-4436"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Batuhan Sariturk","raw_affiliation_strings":["Department of Geomatics Engineering, Faculty of Civil Engineering, Istanbul Technical University, 34469, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-8777-4436","affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, Faculty of Civil Engineering, Istanbul Technical University, 34469, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024707647","display_name":"Dursun Zafer \u015eeker","orcid":"https://orcid.org/0000-0001-7498-1540"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Dursun Zafer Seker","raw_affiliation_strings":["Department of Geomatics Engineering, Faculty of Civil Engineering, Istanbul Technical University, 34469, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, Faculty of Civil Engineering, Istanbul Technical University, 34469, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067421254","display_name":"Ozan \u00d6zt\u00fcrk","orcid":"https://orcid.org/0000-0002-5979-6360"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozan Ozturk","raw_affiliation_strings":["Department of Geomatics Engineering, Faculty of Civil Engineering, Istanbul Technical University, 34469, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, Faculty of Civil Engineering, Istanbul Technical University, 34469, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045488072","display_name":"B\u00fclent Bayram","orcid":"https://orcid.org/0000-0002-4248-116X"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bulent Bayram","raw_affiliation_strings":["Department of Geomatics Engineering, Faculty of Civil Engineering, Yildiz Technical University, 34220, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, Faculty of Civil Engineering, Yildiz Technical University, 34220, Istanbul, Turkey","institution_ids":["https://openalex.org/I4101805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029217705"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.322,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.77929102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"15","issue":"3","first_page":"1801","last_page":"1823"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.7461984157562256},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7312434315681458},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7310932874679565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6837064027786255},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.6419887542724609},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.618341863155365},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6032662391662598},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.4849017262458801},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4389059245586395},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39055415987968445},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.24680626392364502},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1061379611492157},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.08064800500869751},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0792178213596344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7461984157562256},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7312434315681458},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7310932874679565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6837064027786255},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.6419887542724609},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.618341863155365},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6032662391662598},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.4849017262458801},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4389059245586395},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39055415987968445},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.24680626392364502},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1061379611492157},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.08064800500869751},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0792178213596344}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12145-022-00840-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-022-00840-5","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","raw_type":"journal-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/48427","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/48427","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.75,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W73112891","https://openalex.org/W1745334888","https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1917395817","https://openalex.org/W1964630290","https://openalex.org/W1981276685","https://openalex.org/W1984792953","https://openalex.org/W2055702796","https://openalex.org/W2074772891","https://openalex.org/W2097117768","https://openalex.org/W2147800946","https://openalex.org/W2168548458","https://openalex.org/W2194775991","https://openalex.org/W2253590344","https://openalex.org/W2267317359","https://openalex.org/W2308318555","https://openalex.org/W2340897893","https://openalex.org/W2412588858","https://openalex.org/W2412782625","https://openalex.org/W2523500206","https://openalex.org/W2538244214","https://openalex.org/W2560674852","https://openalex.org/W2593886839","https://openalex.org/W2606788270","https://openalex.org/W2609402060","https://openalex.org/W2616755213","https://openalex.org/W2623490820","https://openalex.org/W2648242067","https://openalex.org/W2750722971","https://openalex.org/W2755226765","https://openalex.org/W2765739551","https://openalex.org/W2787614951","https://openalex.org/W2790522845","https://openalex.org/W2790741584","https://openalex.org/W2799390666","https://openalex.org/W2804199516","https://openalex.org/W2810004461","https://openalex.org/W2883423620","https://openalex.org/W2888733778","https://openalex.org/W2890554434","https://openalex.org/W2893256830","https://openalex.org/W2894081147","https://openalex.org/W2895061360","https://openalex.org/W2897992168","https://openalex.org/W2902036000","https://openalex.org/W2908320224","https://openalex.org/W2909555159","https://openalex.org/W2912361013","https://openalex.org/W2915731581","https://openalex.org/W2945887186","https://openalex.org/W2945957599","https://openalex.org/W2962766617","https://openalex.org/W2963446712","https://openalex.org/W2963881378","https://openalex.org/W2964227007","https://openalex.org/W2971095420","https://openalex.org/W2972984638","https://openalex.org/W2993017798","https://openalex.org/W2994434065","https://openalex.org/W2996476963","https://openalex.org/W3004265084","https://openalex.org/W3009503996","https://openalex.org/W3048487290"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4315434538"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
