{"id":"https://openalex.org/W2113522579","doi":"https://doi.org/10.1186/1687-6180-2011-85","title":"Resolution-enhanced radar/SAR imaging: an experiment design framework combined with neural network-adapted variational analysis regularization","display_name":"Resolution-enhanced radar/SAR imaging: an experiment design framework combined with neural network-adapted variational analysis regularization","publication_year":2011,"publication_date":"2011-10-11","ids":{"openalex":"https://openalex.org/W2113522579","doi":"https://doi.org/10.1186/1687-6180-2011-85","mag":"2113522579"},"language":"en","primary_location":{"id":"doi:10.1186/1687-6180-2011-85","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2011-85","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2011-85","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2011-85","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":true,"raw_author_name":"Yuriy Shkvarko","raw_affiliation_strings":["CINVESTAV del IPN, Unidad Guadalajara, Avenida del Bosque # 1145, Colonia El Baj\u00edo, Zapopan, Jalisco, C.P. 45015, Guadalajara, Mexico","CINVESTAV del IPN, Unidad Guadalajara Zapopan Jalisco Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV del IPN, Unidad Guadalajara, Avenida del Bosque # 1145, Colonia El Baj\u00edo, Zapopan, Jalisco, C.P. 45015, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"CINVESTAV del IPN, Unidad Guadalajara Zapopan Jalisco 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":"Stewart Santos","raw_affiliation_strings":["CINVESTAV del IPN, Unidad Guadalajara, Avenida del Bosque # 1145, Colonia El Baj\u00edo, Zapopan, Jalisco, C.P. 45015, Guadalajara, Mexico","CINVESTAV del IPN, Unidad Guadalajara Zapopan Jalisco Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV del IPN, Unidad Guadalajara, Avenida del Bosque # 1145, Colonia El Baj\u00edo, Zapopan, Jalisco, C.P. 45015, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"CINVESTAV del IPN, Unidad Guadalajara Zapopan Jalisco Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","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":"Jose Tuxpan","raw_affiliation_strings":["CINVESTAV del IPN, Unidad Guadalajara, Avenida del Bosque # 1145, Colonia El Baj\u00edo, Zapopan, Jalisco, C.P. 45015, Guadalajara, Mexico","CINVESTAV del IPN, Unidad Guadalajara Zapopan Jalisco Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV del IPN, Unidad Guadalajara, Avenida del Bosque # 1145, Colonia El Baj\u00edo, Zapopan, Jalisco, C.P. 45015, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"CINVESTAV del IPN, Unidad Guadalajara Zapopan Jalisco Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032320629"],"corresponding_institution_ids":["https://openalex.org/I68368234"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":8.0843,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97922954,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2011","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9976999759674072,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9944999814033508,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7475537061691284},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6996301412582397},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5678191184997559},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5614343881607056},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5065134763717651},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47876325249671936},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.47048071026802063},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4374582767486572},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.4113498628139496},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40330520272254944},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3529382348060608},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3256390690803528},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.2511105537414551},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13777509331703186},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09988194704055786},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07004469633102417}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7475537061691284},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6996301412582397},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5678191184997559},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5614343881607056},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5065134763717651},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47876325249671936},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.47048071026802063},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4374582767486572},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.4113498628139496},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40330520272254944},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3529382348060608},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3256390690803528},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.2511105537414551},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13777509331703186},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09988194704055786},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07004469633102417},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1186/1687-6180-2011-85","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2011-85","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2011-85","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1186/1687-6180-2011-85","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2011-85","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2011-85","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2113522579.pdf","grobid_xml":"https://content.openalex.org/works/W2113522579.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1553202259","https://openalex.org/W1648369087","https://openalex.org/W1964784453","https://openalex.org/W1976721116","https://openalex.org/W1980847489","https://openalex.org/W1986392816","https://openalex.org/W2006764723","https://openalex.org/W2014024561","https://openalex.org/W2042636425","https://openalex.org/W2076902914","https://openalex.org/W2111521307","https://openalex.org/W2112855412","https://openalex.org/W2116319366","https://openalex.org/W2123870046","https://openalex.org/W2143486631","https://openalex.org/W2150134853","https://openalex.org/W2157496573","https://openalex.org/W2163319931","https://openalex.org/W4285719527","https://openalex.org/W6772780489"],"related_works":["https://openalex.org/W2545123933","https://openalex.org/W2008518276","https://openalex.org/W2585813813","https://openalex.org/W2152662390","https://openalex.org/W3110962985","https://openalex.org/W2042726296","https://openalex.org/W2081203575","https://openalex.org/W2096748030","https://openalex.org/W3016428515","https://openalex.org/W2160730947"],"abstract_inverted_index":{"The":[0,58,75],"convex":[1],"optimization-based":[2],"descriptive":[3],"experiment":[4],"design":[5],"regularization":[6],"(DEDR)":[7],"method":[8,61],"is":[9],"aggregated":[10],"with":[11],"the":[12,63,82,85],"neural":[13],"network":[14],"(NN)-adapted":[15],"variational":[16],"analysis":[17],"(VA)":[18],"approach":[19],"for":[20,52],"adaptive":[21,45,65],"high-resolution":[22,37],"sensing":[23,56],"into":[24],"a":[25,33,53],"unified":[26],"DEDR":[27,59],"-VA-NN":[28,60],"framework":[29],"that":[30],"puts":[31],"in":[32,41,70],"single":[34],"optimization":[35],"frame":[36],"radar/SAR":[38],"image":[39,50],"formation":[40],"uncertain":[42],"operational":[43],"scenarios,":[44],"despeckling":[46],"and":[47,72],"dynamic":[48],"scene":[49],"enhancement":[51],"variety":[54],"of":[55,84],"modes.":[57],"outperforms":[62],"existing":[64],"radar":[66],"imaging":[67,88],"techniques":[68],"both":[69],"resolution":[71],"convergence":[73],"rate.":[74],"simulation":[76],"examples":[77],"are":[78],"incorporated":[79],"to":[80],"illustrate":[81],"efficiency":[83],"proposed":[86],"DEDR-VA-related":[87],"techniques.":[89]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
