{"id":"https://openalex.org/W2042359472","doi":"https://doi.org/10.1109/tgrs.2015.2419235","title":"Efficient Deconvolution of Ground-Penetrating Radar Data","display_name":"Efficient Deconvolution of Ground-Penetrating Radar Data","publication_year":2015,"publication_date":"2015-04-28","ids":{"openalex":"https://openalex.org/W2042359472","doi":"https://doi.org/10.1109/tgrs.2015.2419235","mag":"2042359472"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2015.2419235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2015.2419235","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038372548","display_name":"C\u00e9dric Schmelzbach","orcid":"https://orcid.org/0000-0003-1380-8714"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Cedric Schmelzbach","raw_affiliation_strings":["Department of Earth Sciences, Institute of Geophysics, Zurich, Switzerland","Department of Earth Science, ETH Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Earth Sciences, Institute of Geophysics, Zurich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Department of Earth Science, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051469462","display_name":"Emanuel Huber","orcid":"https://orcid.org/0000-0002-5528-0412"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Emanuel Huber","raw_affiliation_strings":["Applied and Environmental Geology, University of Basel, Basel, Switzerland","Appl. & Environ. Geol., Univ. of Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Applied and Environmental Geology, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]},{"raw_affiliation_string":"Appl. & Environ. Geol., Univ. of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038372548"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":1.8553,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.85305051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"53","issue":"9","first_page":"5209","last_page":"5217"},"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9995999932289124,"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/T11757","display_name":"Seismic Waves and Analysis","score":0.9995999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.8441731929779053},{"id":"https://openalex.org/keywords/kurtosis","display_name":"Kurtosis","score":0.7721025347709656},{"id":"https://openalex.org/keywords/ground-penetrating-radar","display_name":"Ground-penetrating radar","score":0.7241789102554321},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.708579421043396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5819424390792847},{"id":"https://openalex.org/keywords/blind-deconvolution","display_name":"Blind deconvolution","score":0.47107449173927307},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.44891154766082764},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44694823026657104},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.4350026547908783},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4114655554294586},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2653672397136688},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21428650617599487},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20114043354988098},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12969091534614563},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10078752040863037}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.8441731929779053},{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.7721025347709656},{"id":"https://openalex.org/C71813955","wikidata":"https://www.wikidata.org/wiki/Q503560","display_name":"Ground-penetrating radar","level":3,"score":0.7241789102554321},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.708579421043396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5819424390792847},{"id":"https://openalex.org/C30044814","wikidata":"https://www.wikidata.org/wiki/Q11334452","display_name":"Blind deconvolution","level":3,"score":0.47107449173927307},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.44891154766082764},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44694823026657104},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.4350026547908783},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4114655554294586},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2653672397136688},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21428650617599487},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20114043354988098},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12969091534614563},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10078752040863037},{"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":1,"locations":[{"id":"doi:10.1109/tgrs.2015.2419235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2015.2419235","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1497158395","https://openalex.org/W1514018317","https://openalex.org/W1515937017","https://openalex.org/W1530760391","https://openalex.org/W1620825310","https://openalex.org/W1779578259","https://openalex.org/W1965726330","https://openalex.org/W1966786488","https://openalex.org/W1969248755","https://openalex.org/W1969696814","https://openalex.org/W1970059921","https://openalex.org/W1973352451","https://openalex.org/W1975646542","https://openalex.org/W1981979379","https://openalex.org/W1992815132","https://openalex.org/W1994965074","https://openalex.org/W1995555723","https://openalex.org/W1996758436","https://openalex.org/W1999604389","https://openalex.org/W1999738916","https://openalex.org/W2002714877","https://openalex.org/W2011078368","https://openalex.org/W2014084343","https://openalex.org/W2015326904","https://openalex.org/W2016197888","https://openalex.org/W2019024593","https://openalex.org/W2033833618","https://openalex.org/W2037338181","https://openalex.org/W2039258916","https://openalex.org/W2045740859","https://openalex.org/W2046234722","https://openalex.org/W2062958028","https://openalex.org/W2073679582","https://openalex.org/W2075377675","https://openalex.org/W2084783886","https://openalex.org/W2086891831","https://openalex.org/W2100369874","https://openalex.org/W2107176593","https://openalex.org/W2113920449","https://openalex.org/W2115011614","https://openalex.org/W2117188373","https://openalex.org/W2120870926","https://openalex.org/W2145300174","https://openalex.org/W2145506524","https://openalex.org/W2150493485","https://openalex.org/W2155808337","https://openalex.org/W2157522867","https://openalex.org/W2323198290","https://openalex.org/W2332560544","https://openalex.org/W2487475752","https://openalex.org/W2737585498","https://openalex.org/W3146817193","https://openalex.org/W4240474805","https://openalex.org/W4244512822","https://openalex.org/W4252593548","https://openalex.org/W4388317959","https://openalex.org/W6630890006","https://openalex.org/W6700651906"],"related_works":["https://openalex.org/W2079359569","https://openalex.org/W1999580578","https://openalex.org/W1981979379","https://openalex.org/W1965311470","https://openalex.org/W2357550647","https://openalex.org/W1540119247","https://openalex.org/W1996758436","https://openalex.org/W2379063904","https://openalex.org/W2996658953","https://openalex.org/W2042359472"],"abstract_inverted_index":{"The":[0],"time":[1,227],"(vertical)":[2],"resolution":[3],"enhancement":[4],"of":[5,21,35,44,91,108,125,153,170,188,200,222],"ground-penetrating":[6],"radar":[7],"(GPR)":[8],"data":[9,112,132,147,180],"by":[10],"deconvolution":[11,70,83],"is":[12,84,101],"a":[13,63,74,79,97,135,150,197,205],"long-standing":[14],"problem":[15],"due":[16,181],"to":[17,68,86,103,113,128,145,182],"the":[18,22,32,36,88,92,105,109,121,154,159,171,178,183,189,194,219],"mixed-phase":[19,33,93],"characteristics":[20],"source":[23,38,191],"wavelet.":[24,95],"Several":[25],"approaches":[26],"have":[27,54],"been":[28],"proposed,":[29],"which":[30],"take":[31],"nature":[34,187],"GPR":[37,69,94,179,190],"wavelet":[39,192],"into":[40,217],"account.":[41],"However,":[42],"most":[43],"these":[45],"schemes":[46],"are":[47,149,202],"usually":[48],"laborious":[49],"and/or":[50],"computationally":[51],"intensive":[52],"and":[53,65,130,173,185,193,210],"not":[55],"yet":[56],"found":[57],"widespread":[58],"use.":[59],"Here,":[60],"we":[61],"propose":[62],"simple":[64],"fast":[66],"approach":[67],"that":[71,118,134,148,231],"requires":[72],"only":[73],"minimal":[75],"user":[76],"input.":[77],"First,":[78],"trace-by-trace":[80],"minimum-phase":[81,89,110,122,162],"(spiking)":[82],"applied":[85,102],"remove":[87],"part":[90],"Then,":[96],"global":[98],"phase":[99,116,212],"rotation":[100],"maximize":[104],"sparseness":[106,207],"(kurtosis)":[107,208],"deconvolved":[111,146,163],"correct":[114],"for":[115,204,232],"distortions":[117],"remain":[119],"after":[120],"deconvolution.":[123,234],"Applications":[124],"this":[126],"scheme":[127],"synthetic":[129],"field":[131],"demonstrate":[133],"significant":[136,198],"improvement":[137],"in":[138,177],"image":[139],"quality":[140],"can":[141],"be":[142],"achieved,":[143],"leading":[144],"closer":[151],"representation":[152],"underlying":[155],"reflectivity":[156,195],"structure":[157],"than":[158],"input":[160],"or":[161],"data.":[164],"Synthetic-data":[165],"tests":[166],"indicate":[167],"that,":[168],"because":[169],"temporal":[172],"spatial":[174],"correlation":[175],"inherent":[176],"frequency-":[184],"wavenumber-bandlimited":[186],"structure,":[196],"number":[199],"samples":[201],"required":[203],"reliable":[206],"estimate":[209],"stable":[211],"rotation.":[213],"This":[214],"observation":[215],"calls":[216],"question":[218],"blithe":[220],"application":[221],"kurtosis-based":[223],"methods":[224],"within":[225],"short":[226],"windows":[228],"such":[229],"as":[230],"time-variant":[233]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}