{"id":"https://openalex.org/W2899913359","doi":"https://doi.org/10.1109/tgrs.2018.2875102","title":"GPR Target Detection by Joint Sparse and Low-Rank Matrix Decomposition","display_name":"GPR Target Detection by Joint Sparse and Low-Rank Matrix Decomposition","publication_year":2018,"publication_date":"2018-11-05","ids":{"openalex":"https://openalex.org/W2899913359","doi":"https://doi.org/10.1109/tgrs.2018.2875102","mag":"2899913359"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2018.2875102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2018.2875102","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088693326","display_name":"Fok Hing Chi Tivive","orcid":"https://orcid.org/0000-0001-8961-2289"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Fok Hing Chi Tivive","raw_affiliation_strings":["School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072662577","display_name":"Abdesselam Bouzerdoum","orcid":"https://orcid.org/0000-0002-9163-0045"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abdesselam Bouzerdoum","raw_affiliation_strings":["School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052462930","display_name":"Canicious Abeynayake","orcid":"https://orcid.org/0000-0003-2927-6935"},"institutions":[{"id":"https://openalex.org/I1303474014","display_name":"Defence Science and Technology Group","ror":"https://ror.org/05ddrvt52","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1303474014","https://openalex.org/I2801453606","https://openalex.org/I3139952251"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Canicious Abeynayake","raw_affiliation_strings":["Weapons and Combat Systems Division, Defense Science and Technology Group Edinburgh, Edinburgh, SA, Australia"],"affiliations":[{"raw_affiliation_string":"Weapons and Combat Systems Division, Defense Science and Technology Group Edinburgh, Edinburgh, SA, Australia","institution_ids":["https://openalex.org/I1303474014"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088693326"],"corresponding_institution_ids":["https://openalex.org/I204824540"],"apc_list":null,"apc_paid":null,"fwci":5.4957,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.9589864,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"57","issue":"5","first_page":"2583","last_page":"2595"},"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/clutter","display_name":"Clutter","score":0.8763694763183594},{"id":"https://openalex.org/keywords/ground-penetrating-radar","display_name":"Ground-penetrating radar","score":0.845566987991333},{"id":"https://openalex.org/keywords/robust-principal-component-analysis","display_name":"Robust principal component analysis","score":0.6412323713302612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5811591744422913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5554929375648499},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.5410112738609314},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5346512198448181},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5294505953788757},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4817904829978943},{"id":"https://openalex.org/keywords/unexploded-ordnance","display_name":"Unexploded ordnance","score":0.4701929986476898},{"id":"https://openalex.org/keywords/sparse-matrix","display_name":"Sparse matrix","score":0.4618059992790222},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.4234643280506134},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42083296179771423},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3856545686721802},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.34005552530288696},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15741732716560364}],"concepts":[{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.8763694763183594},{"id":"https://openalex.org/C71813955","wikidata":"https://www.wikidata.org/wiki/Q503560","display_name":"Ground-penetrating radar","level":3,"score":0.845566987991333},{"id":"https://openalex.org/C2777749129","wikidata":"https://www.wikidata.org/wiki/Q17148469","display_name":"Robust principal component analysis","level":3,"score":0.6412323713302612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5811591744422913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5554929375648499},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.5410112738609314},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5346512198448181},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5294505953788757},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4817904829978943},{"id":"https://openalex.org/C2775977338","wikidata":"https://www.wikidata.org/wiki/Q2302880","display_name":"Unexploded ordnance","level":2,"score":0.4701929986476898},{"id":"https://openalex.org/C56372850","wikidata":"https://www.wikidata.org/wiki/Q1050404","display_name":"Sparse matrix","level":3,"score":0.4618059992790222},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.4234643280506134},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42083296179771423},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3856545686721802},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.34005552530288696},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15741732716560364},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tgrs.2018.2875102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2018.2875102","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:ro.uow.edu.au:eispapers1-3780","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/eispapers1/2771","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty of Engineering and Information Sciences - Papers: Part B","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/27782727","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27782727","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"},{"id":"https://openalex.org/F4320335334","display_name":"Defence Science and Technology Group","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W315693871","https://openalex.org/W1651856131","https://openalex.org/W1736339626","https://openalex.org/W1798702550","https://openalex.org/W1809990924","https://openalex.org/W1841379813","https://openalex.org/W1964427081","https://openalex.org/W1971408323","https://openalex.org/W1976632974","https://openalex.org/W1992995900","https://openalex.org/W1994483008","https://openalex.org/W1994655334","https://openalex.org/W1995168330","https://openalex.org/W1997201895","https://openalex.org/W1998239584","https://openalex.org/W1998646100","https://openalex.org/W1999530355","https://openalex.org/W2005668069","https://openalex.org/W2006177958","https://openalex.org/W2023403064","https://openalex.org/W2023616381","https://openalex.org/W2029931449","https://openalex.org/W2061144551","https://openalex.org/W2065030431","https://openalex.org/W2076940249","https://openalex.org/W2093238275","https://openalex.org/W2093320867","https://openalex.org/W2097381359","https://openalex.org/W2103972604","https://openalex.org/W2106411961","https://openalex.org/W2107155881","https://openalex.org/W2131241448","https://openalex.org/W2133438793","https://openalex.org/W2135169825","https://openalex.org/W2141224535","https://openalex.org/W2142825035","https://openalex.org/W2143068965","https://openalex.org/W2144009137","https://openalex.org/W2144033313","https://openalex.org/W2145962650","https://openalex.org/W2147863925","https://openalex.org/W2151350181","https://openalex.org/W2152171106","https://openalex.org/W2157825442","https://openalex.org/W2158764692","https://openalex.org/W2166743408","https://openalex.org/W2170950846","https://openalex.org/W2253653135","https://openalex.org/W2290407262","https://openalex.org/W2346902307","https://openalex.org/W2547165170","https://openalex.org/W2547219684","https://openalex.org/W2598232788","https://openalex.org/W2625724327","https://openalex.org/W2949483514","https://openalex.org/W2950277768","https://openalex.org/W2951665052","https://openalex.org/W3099751318","https://openalex.org/W3124229194","https://openalex.org/W4254115559","https://openalex.org/W6611057498","https://openalex.org/W6638209102","https://openalex.org/W6648544695","https://openalex.org/W6676179485","https://openalex.org/W6678911119","https://openalex.org/W6679858767","https://openalex.org/W6704997961","https://openalex.org/W6764988152","https://openalex.org/W6929385289"],"related_works":["https://openalex.org/W1926570426","https://openalex.org/W2091883426","https://openalex.org/W2174948646","https://openalex.org/W3173235360","https://openalex.org/W2024017047","https://openalex.org/W4318256793","https://openalex.org/W2507476065","https://openalex.org/W2051410394","https://openalex.org/W2594370889","https://openalex.org/W2390720471"],"abstract_inverted_index":{"Ground":[0],"penetrating":[1],"radar":[2,71,117],"(GPR)":[3],"uses":[4],"electromagnetic":[5],"waves":[6],"to":[7],"image,":[8],"locate,":[9],"and":[10,15,44,56,62,82,96,123,140],"identify":[11],"changes":[12],"in":[13,18],"electric":[14],"magnetic":[16],"properties":[17],"the":[19,27,35,76,92,100,104,110,132,137,142],"ground.":[20],"The":[21,70,88,107,127],"received":[22],"signal":[23,72],"comprises":[24],"not":[25],"only":[26],"target":[28,57,105,143],"echoes":[29],"but":[30],"also":[31],"strong":[32],"reflections":[33,95],"from":[34,120],"rough,":[36],"uneven":[37],"ground":[38,93],"surface,":[39],"which":[40],"impair":[41],"subsurface":[42],"inspections":[43],"visualization":[45],"of":[46,78,109],"buried":[47,121],"objects.":[48],"In":[49],"this":[50],"paper,":[51],"a":[52,79,83],"background":[53,97,138],"clutter":[54,139],"mitigation":[55],"detection":[58],"method":[59,112,134],"using":[60],"low-rank":[61,80,89],"sparse":[63,84,101],"priors":[64],"is":[65,73,113],"proposed":[66,111,133],"for":[67],"GPR":[68],"data.":[69],"decomposed":[74],"into":[75],"sum":[77],"component":[81,90,102],"component,":[85],"plus":[86],"noise.":[87],"captures":[91],"surface":[94],"clutter,":[98],"whereas":[99],"contains":[103],"reflections.":[106],"effectiveness":[108],"evaluated":[114],"on":[115],"real":[116],"signals":[118],"collected":[119],"landmines":[122],"improvised":[124],"explosive":[125],"devices.":[126],"experimental":[128],"results":[129],"show":[130],"that":[131],"successfully":[135],"removes":[136],"estimates":[141],"signals.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":8}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}