{"id":"https://openalex.org/W2022799185","doi":"https://doi.org/10.1109/igarss.2008.4779044","title":"Automatic Detection and Classification of Buried Objects in GPR Images Using Genetic Algorithms and Support Vector Machines","display_name":"Automatic Detection and Classification of Buried Objects in GPR Images Using Genetic Algorithms and Support Vector Machines","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2022799185","doi":"https://doi.org/10.1109/igarss.2008.4779044","mag":"2022799185"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2008.4779044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2008.4779044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium","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/A5075665406","display_name":"Edoardo Pasolli","orcid":"https://orcid.org/0000-0003-0799-3490"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Edoardo Pasolli","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento, Trento, Italy","Dept of Inf. Eng. & Comput. Sci., Univ of Trento, Trento"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Dept of Inf. Eng. & Comput. Sci., Univ of Trento, Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109571852","display_name":"Farid Melgani","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Farid Melgani","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento, Trento, Italy","Dept of Inf. Eng. & Comput. Sci., Univ of Trento, Trento"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Dept of Inf. Eng. & Comput. Sci., Univ of Trento, Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076942570","display_name":"Massimo Donelli","orcid":"https://orcid.org/0000-0001-9477-9243"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Donelli","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento, Trento, Italy","Dept of Inf. Eng. & Comput. Sci., Univ of Trento, Trento"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Dept of Inf. Eng. & Comput. Sci., Univ of Trento, Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080492100","display_name":"Redha Attoui","orcid":"https://orcid.org/0000-0002-2610-5439"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Redha Attoui","raw_affiliation_strings":["Department of Philosophy, History and Cultural Heritage, University of Trento, Trento, Italy","Dept. of Philos., Univ. of Trento, Trento"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Philosophy, History and Cultural Heritage, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Dept. of Philos., Univ. of Trento, Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055499518","display_name":"Mariette De Vos","orcid":"https://orcid.org/0000-0001-9981-9443"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mariette de Vos","raw_affiliation_strings":["Department of Philosophy, History and Cultural Heritage, University of Trento, Trento, Italy","Dept. of Philos., Univ. of Trento, Trento"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Philosophy, History and Cultural Heritage, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Dept. of Philos., Univ. of Trento, Trento","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075665406"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":4.3143,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.93104359,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"II","last_page":"525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","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/T11609","display_name":"Geophysical Methods and Applications","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/T11698","display_name":"Underwater Acoustics Research","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"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":0.8502308130264282},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8174591064453125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7550379037857056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6860969066619873},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6597293615341187},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6294420957565308},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5878361463546753},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5500898361206055},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.49673277139663696},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.48378679156303406},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.482614129781723},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.45897167921066284},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.42655882239341736},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.32404738664627075},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17586749792099}],"concepts":[{"id":"https://openalex.org/C71813955","wikidata":"https://www.wikidata.org/wiki/Q503560","display_name":"Ground-penetrating radar","level":3,"score":0.8502308130264282},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8174591064453125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7550379037857056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6860969066619873},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6597293615341187},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6294420957565308},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5878361463546753},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5500898361206055},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.49673277139663696},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.48378679156303406},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.482614129781723},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45897167921066284},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.42655882239341736},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.32404738664627075},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17586749792099},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss.2008.4779044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2008.4779044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/74978","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/document/4779044/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2079073363","https://openalex.org/W2083970667","https://openalex.org/W2102265725","https://openalex.org/W2111569829","https://openalex.org/W2123665156","https://openalex.org/W2130976145","https://openalex.org/W2148603752","https://openalex.org/W2153534417"],"related_works":["https://openalex.org/W4315471419","https://openalex.org/W2946057701","https://openalex.org/W2374146176","https://openalex.org/W2065249286","https://openalex.org/W2366839571","https://openalex.org/W4386931161","https://openalex.org/W2027762722","https://openalex.org/W4223960160","https://openalex.org/W2971551846","https://openalex.org/W4387272257"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,59,68],"novel":[4],"pattern":[5],"recognition":[6,28,55],"approach":[7],"for":[8],"the":[9,80],"automatic":[10],"analysis":[11],"of":[12,67,89],"ground":[13],"penetrating":[14],"radar":[15],"(GPR)":[16],"images.":[17,52],"The":[18],"developed":[19],"system":[20,82],"comprises":[21],"pre-processing,":[22],"segmentation,":[23],"object":[24,90],"detection":[25,31,91],"and":[26,92],"material":[27,54,93],"stages.":[29],"Object":[30,53],"is":[32,56,63],"done":[33],"using":[34],"an":[35],"innovative":[36],"unsupervised":[37],"strategy":[38],"based":[39],"on":[40,75],"genetic":[41],"algorithms":[42],"(GA)":[43],"that":[44,79],"allows":[45],"to":[46],"localize":[47],"linear/hyperbolic":[48],"patterns":[49],"in":[50,87],"GPR":[51],"approached":[57],"as":[58],"classification":[60],"issue,":[61],"which":[62],"solved":[64],"by":[65],"means":[66],"support":[69],"vector":[70],"machine":[71],"(SVM)":[72],"classifier.":[73],"Results":[74],"synthetic":[76],"images":[77],"show":[78],"proposed":[81],"exhibits":[83],"promising":[84],"performances":[85],"both":[86],"terms":[88],"recognition.":[94]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
