{"id":"https://openalex.org/W4401110602","doi":"https://doi.org/10.1109/tsp63128.2024.10605931","title":"Combining Image Restoration with Deep Detectors for Improved Target Detection in GPR","display_name":"Combining Image Restoration with Deep Detectors for Improved Target Detection in GPR","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4401110602","doi":"https://doi.org/10.1109/tsp63128.2024.10605931"},"language":"en","primary_location":{"id":"doi:10.1109/tsp63128.2024.10605931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp63128.2024.10605931","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-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/A5095093314","display_name":"Yavuz Emre Kayacan","orcid":"https://orcid.org/0000-0002-8951-1266"},"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":"Yavuz Emre Kayacan","raw_affiliation_strings":["Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093630887","display_name":"Kaan \u00d6zdo\u011fan","orcid":null},"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":"Kaan \u00d6zdo\u011fan","raw_affiliation_strings":["Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111273368","display_name":"Mehmet Utku \u00c7olak","orcid":null},"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":"Mehmet Utku \u00c7olak","raw_affiliation_strings":["Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101971866","display_name":"\u00d6zlem Aydin","orcid":"https://orcid.org/0000-0002-5645-3792"},"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":"\u00d6zge Aydin","raw_affiliation_strings":["Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065438694","display_name":"Ahmet Turan","orcid":"https://orcid.org/0000-0002-7578-1089"},"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":"Ahmet Enes Turan","raw_affiliation_strings":["Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003108513","display_name":"I\u015f\u0131n Erer","orcid":"https://orcid.org/0000-0002-2225-6379"},"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":"Isin Erer","raw_affiliation_strings":["Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of Electronics and Communication Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5095093314"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.3544,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57517615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"302","last_page":"306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9983000159263611,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9983000159263611,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9438999891281128,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9139999747276306,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/ground-penetrating-radar","display_name":"Ground-penetrating radar","score":0.8280683755874634},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6481497287750244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5908384323120117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5815446972846985},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5321874618530273},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.48059627413749695},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3985314965248108},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.37930428981781006},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.282206267118454},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2140776813030243},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.14324307441711426},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08938318490982056}],"concepts":[{"id":"https://openalex.org/C71813955","wikidata":"https://www.wikidata.org/wiki/Q503560","display_name":"Ground-penetrating radar","level":3,"score":0.8280683755874634},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6481497287750244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5908384323120117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5815446972846985},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5321874618530273},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.48059627413749695},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3985314965248108},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37930428981781006},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.282206267118454},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2140776813030243},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.14324307441711426},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08938318490982056}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsp63128.2024.10605931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp63128.2024.10605931","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/47085","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/47085","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":"Conference object"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G8877696087","display_name":null,"funder_award_id":"120E234","funder_id":"https://openalex.org/F4320322626","funder_display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu"}],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2972774735","https://openalex.org/W3132971810","https://openalex.org/W3149976863","https://openalex.org/W3185315065","https://openalex.org/W3207003426","https://openalex.org/W4226300688","https://openalex.org/W4280551717","https://openalex.org/W4312938066"],"related_works":["https://openalex.org/W4315471419","https://openalex.org/W2946057701","https://openalex.org/W4386931161","https://openalex.org/W2374146176","https://openalex.org/W2065249286","https://openalex.org/W2366839571","https://openalex.org/W4223960160","https://openalex.org/W2027762722","https://openalex.org/W2365681766","https://openalex.org/W2393963626"],"abstract_inverted_index":{"The":[0],"target":[1],"detection":[2,20,31,56],"performance":[3,71],"of":[4,26,52,75,83],"GPR":[5],"systems":[6],"suffers":[7],"from":[8,23],"the":[9,24,27,39,50,53,67,80],"noisy":[10],"and":[11],"partially":[12],"lost":[13],"data":[14,28,40],"encountered":[15],"in":[16,73],"field":[17],"studies.":[18],"Since":[19],"may":[21],"benefit":[22],"restoration":[25],"prior":[29],"to":[30,49,79],"procedure,":[32],"a":[33],"two-step":[34],"approach":[35,69],"is":[36,41,57],"proposed.":[37],"Firstly,":[38],"either":[42],"denoised":[43],"or":[44,61,85],"recovered":[45],"with":[46,66],"networks":[47],"appropriate":[48],"nature":[51],"task,":[54],"then":[55],"performed":[58],"by":[59],"YOLOv5":[60,84],"YOLOv10.":[62,86],"Detection":[63],"results":[64],"obtained":[65],"proposed":[68],"confirm":[70],"increase":[72],"terms":[74],"MAP":[76],"values":[77],"compared":[78],"sole":[81],"use":[82]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}
