{"id":"https://openalex.org/W4390437936","doi":"https://doi.org/10.1007/s12145-023-01201-6","title":"AI powered road network prediction with fused low-resolution satellite imagery and GPS trajectory","display_name":"AI powered road network prediction with fused low-resolution satellite imagery and GPS trajectory","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4390437936","doi":"https://doi.org/10.1007/s12145-023-01201-6"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-023-01201-6","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s12145-023-01201-6","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2312.17040","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062085979","display_name":"Necip Enes Genge\u00e7","orcid":"https://orcid.org/0000-0001-7857-8986"},"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"]},{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]},{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["TR","US"],"is_corresponding":true,"raw_author_name":"Necip Enes Gengec","raw_affiliation_strings":["Department of Geomatics Engineering, Istanbul Technical University, Istanbul, Turkey","Machine and Hybrid Intelligence Lab, Northwestern University, Chicago, Illinois, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Machine and Hybrid Intelligence Lab, Northwestern University, Chicago, Illinois, USA","institution_ids":["https://openalex.org/I111979921","https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031483233","display_name":"Ergin Tar\u0131","orcid":"https://orcid.org/0000-0002-9873-6854"},"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":"Ergin Tari","raw_affiliation_strings":["Department of Geomatics Engineering, Istanbul Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034879156","display_name":"Ulas Bagci","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ulas Bagci","raw_affiliation_strings":["Machine and Hybrid Intelligence Lab, Northwestern University, Chicago, Illinois, USA"],"affiliations":[{"raw_affiliation_string":"Machine and Hybrid Intelligence Lab, Northwestern University, Chicago, Illinois, USA","institution_ids":["https://openalex.org/I111979921","https://openalex.org/I1343180700"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062085979"],"corresponding_institution_ids":["https://openalex.org/I111979921","https://openalex.org/I1343180700","https://openalex.org/I48912391"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00160009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"2","first_page":"1013","last_page":"1029"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":1.0,"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":1.0,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9847999811172485,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.7794346809387207},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.579772412776947},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5664649605751038},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5338702201843262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.507072925567627},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4954878091812134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42970582842826843},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37688982486724854},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.3742639422416687},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.30766773223876953},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1816157102584839},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13611924648284912},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.09017875790596008}],"concepts":[{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.7794346809387207},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.579772412776947},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5664649605751038},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5338702201843262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.507072925567627},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4954878091812134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42970582842826843},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37688982486724854},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.3742639422416687},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.30766773223876953},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1816157102584839},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13611924648284912},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.09017875790596008},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s12145-023-01201-6","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s12145-023-01201-6","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:arXiv.org:2312.17040","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.17040","pdf_url":"https://arxiv.org/pdf/2312.17040","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},{"id":"pmh:oai:polen.itu.edu.tr:11527/70000","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/70000","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":{"id":"pmh:oai:arXiv.org:2312.17040","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.17040","pdf_url":"https://arxiv.org/pdf/2312.17040","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W73112891","https://openalex.org/W1559429545","https://openalex.org/W1705505001","https://openalex.org/W2008725231","https://openalex.org/W2044465660","https://openalex.org/W2071091794","https://openalex.org/W2194775991","https://openalex.org/W2499316477","https://openalex.org/W2774320778","https://openalex.org/W2804199516","https://openalex.org/W2884561390","https://openalex.org/W2893801697","https://openalex.org/W2900680440","https://openalex.org/W2941081193","https://openalex.org/W2943898693","https://openalex.org/W2964786680","https://openalex.org/W2969786836","https://openalex.org/W2972403824","https://openalex.org/W2995969896","https://openalex.org/W3000492309","https://openalex.org/W3009268227","https://openalex.org/W3016302360","https://openalex.org/W3038091703","https://openalex.org/W3091791645","https://openalex.org/W3105582502","https://openalex.org/W3112139896","https://openalex.org/W3125708048","https://openalex.org/W3170019900","https://openalex.org/W3175687857","https://openalex.org/W3177435843","https://openalex.org/W3185689123","https://openalex.org/W3190771647","https://openalex.org/W3195423263","https://openalex.org/W3201105415","https://openalex.org/W3203828160","https://openalex.org/W3204129738","https://openalex.org/W4200512530","https://openalex.org/W4213058019","https://openalex.org/W4213205652","https://openalex.org/W4225725240","https://openalex.org/W4226178801","https://openalex.org/W4280488539","https://openalex.org/W4285197531","https://openalex.org/W4290945270","https://openalex.org/W4292656663","https://openalex.org/W4292828558","https://openalex.org/W4308102102","https://openalex.org/W4317603812","https://openalex.org/W4327620107","https://openalex.org/W4391756091"],"related_works":["https://openalex.org/W3162200841","https://openalex.org/W2586280620","https://openalex.org/W2805505483","https://openalex.org/W2334071950","https://openalex.org/W2384744344","https://openalex.org/W4233932308","https://openalex.org/W1799694159","https://openalex.org/W2393169196","https://openalex.org/W2765672153","https://openalex.org/W2356895184"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2023-12-30T00:00:00"}