{"id":"https://openalex.org/W2033784187","doi":"https://doi.org/10.1109/igarss.2012.6351967","title":"High-resolution imaging with uncertain radar measurement data: A doubly regularized compressive sensing experiment design approach","display_name":"High-resolution imaging with uncertain radar measurement data: A doubly regularized compressive sensing experiment design approach","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2033784187","doi":"https://doi.org/10.1109/igarss.2012.6351967","mag":"2033784187"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2012.6351967","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2012.6351967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 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/A5032320629","display_name":"Yuriy V. Shkvarko","orcid":"https://orcid.org/0000-0003-4766-9548"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Y. Shkvarko","raw_affiliation_strings":["Department of Telecommunications, Center for Advanced Research and Education of the National Polytechnic Institute, CINVESTAV-IPN, Guadalajara, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Center for Advanced Research and Education of the National Polytechnic Institute, CINVESTAV-IPN, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077682315","display_name":"Jos\u00e9 Tuxpan-Vargas","orcid":"https://orcid.org/0000-0001-5167-0205"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. Tuxpan","raw_affiliation_strings":["Department of Telecommunications, Center for Advanced Research and Education of the National Polytechnic Institute, CINVESTAV-IPN, Guadalajara, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Center for Advanced Research and Education of the National Polytechnic Institute, CINVESTAV-IPN, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088891159","display_name":"Stewart R. Santos","orcid":"https://orcid.org/0000-0001-7182-2843"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"S. Santos","raw_affiliation_strings":["Department of Telecommunications, Center for Advanced Research and Education of the National Polytechnic Institute, CINVESTAV-IPN, Guadalajara, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Center for Advanced Research and Education of the National Polytechnic Institute, CINVESTAV-IPN, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031082038","display_name":"Israel Yanez","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Israel Yanez","raw_affiliation_strings":["Department of Telecommunications, Center for Advanced Research and Education of the National Polytechnic Institute, CINVESTAV-IPN, Guadalajara, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Center for Advanced Research and Education of the National Polytechnic Institute, CINVESTAV-IPN, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I68368234"],"apc_list":null,"apc_paid":null,"fwci":3.4997,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92082752,"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":"6967","last_page":"6970"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6177936792373657},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5923280715942383},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5668457746505737},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5576604008674622},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44120293855667114},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4292312264442444},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34645146131515503}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6177936792373657},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5923280715942383},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5668457746505737},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5576604008674622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44120293855667114},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4292312264442444},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34645146131515503},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2012.6351967","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2012.6351967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2006764723","https://openalex.org/W2014024561","https://openalex.org/W2111521307","https://openalex.org/W2112855412","https://openalex.org/W2116319366","https://openalex.org/W2123693211","https://openalex.org/W2143486631","https://openalex.org/W2150134853","https://openalex.org/W2163319931","https://openalex.org/W3122231774"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W2810730439","https://openalex.org/W4300044672","https://openalex.org/W1881631164","https://openalex.org/W2358292267","https://openalex.org/W2378166785","https://openalex.org/W1964277756","https://openalex.org/W2465351041","https://openalex.org/W1976264255"],"abstract_inverted_index":{"The":[0,39,92],"descriptive":[1],"experiment":[2],"design":[3],"regularization":[4],"(DEDR)":[5],"paradigm":[6],"is":[7,56],"aggregated":[8],"with":[9,23,62],"the":[10,16,24,36,86,104,113,122],"variational":[11],"analysis":[12],"approach":[13],"that":[14,84],"combines":[15],"\u2113":[17,25,41,46],"<sub":[18,26,42,47],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[19,27,43,48],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sub>":[20,44],"image":[21,30,79,89],"metric":[22,33],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[28,49],"sparse":[29],"gradient":[31],"map":[32],"structures":[34],"in":[35,72,96,112,121],"solution":[37],"space.":[38],"proposed":[40],"-":[45],"structured":[50,87],"total":[51],"variation":[52],"DEDR":[53],"(TV-DEDR)":[54],"framework":[55],"particularly":[57],"adapted":[58],"for":[59],"enhanced":[60],"imaging":[61,109],"low":[63],"resolution":[64,82,114],"side":[65],"looking":[66],"airborne":[67],"radar/fractional":[68],"SAR":[69,78],"sensors":[70],"putting":[71],"a":[73],"single":[74],"optimization":[75],"frame":[76],"adaptive":[77,107],"despeckling":[80],"and":[81,116],"enhancement":[83,115],"exploits":[85],"desired":[88],"sparseness":[90],"properties.":[91],"TV-DEDR":[93],"method":[94],"implemented":[95],"an":[97],"implicit":[98],"contractive":[99],"mapping":[100],"iterative":[101],"fashion":[102],"outperforms":[103],"competing":[105],"nonparametric":[106],"radar":[108],"techniques":[110],"both":[111],"computational":[117],"complexity":[118],"as":[119],"verified":[120],"simulations.":[123]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
