{"id":"https://openalex.org/W2214506707","doi":"https://doi.org/10.1109/jstars.2015.2424451","title":"Efficient Deconvolution and Super-Resolution Methods in Microwave Imagery","display_name":"Efficient Deconvolution and Super-Resolution Methods in Microwave Imagery","publication_year":2015,"publication_date":"2015-05-15","ids":{"openalex":"https://openalex.org/W2214506707","doi":"https://doi.org/10.1109/jstars.2015.2424451","mag":"2214506707"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2015.2424451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2424451","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5030080763","display_name":"Igor Yanovsky","orcid":"https://orcid.org/0000-0001-8072-7282"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Igor Yanovsky","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","Joint Institute for Regional Earth System Science and Engineering, University of California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Joint Institute for Regional Earth System Science and Engineering, University of California, Los Angeles, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010478491","display_name":"Bjorn Lambrigtsen","orcid":"https://orcid.org/0000-0001-7601-9881"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bjorn H. Lambrigtsen","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050546651","display_name":"Alan Tanner","orcid":"https://orcid.org/0000-0001-7829-8511"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan B. Tanner","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064779505","display_name":"Luminita A. Vese","orcid":"https://orcid.org/0000-0003-3002-9982"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luminita A. Vese","raw_affiliation_strings":["Department of Mathematics, University of California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030080763"],"corresponding_institution_ids":["https://openalex.org/I1334627681"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":4.2235,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.93990751,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":"9","first_page":"4273","last_page":"4283"},"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9994999766349792,"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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.8452484011650085},{"id":"https://openalex.org/keywords/ringing-artifacts","display_name":"Ringing artifacts","score":0.7600671052932739},{"id":"https://openalex.org/keywords/sharpening","display_name":"Sharpening","score":0.6987289190292358},{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.6713153123855591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6297801733016968},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.6254554986953735},{"id":"https://openalex.org/keywords/apodization","display_name":"Apodization","score":0.609748363494873},{"id":"https://openalex.org/keywords/point-spread-function","display_name":"Point spread function","score":0.590009331703186},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.5580125451087952},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4823145866394043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.443888783454895},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4317846894264221},{"id":"https://openalex.org/keywords/ringing","display_name":"Ringing","score":0.4295511245727539},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.41380006074905396},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4077027440071106},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3615659475326538},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.3083157241344452},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24614295363426208},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.2436937689781189},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14667901396751404},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08731085062026978},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.08687865734100342}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.8452484011650085},{"id":"https://openalex.org/C17828673","wikidata":"https://www.wikidata.org/wiki/Q7334899","display_name":"Ringing artifacts","level":3,"score":0.7600671052932739},{"id":"https://openalex.org/C2781137444","wikidata":"https://www.wikidata.org/wiki/Q237105","display_name":"Sharpening","level":2,"score":0.6987289190292358},{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.6713153123855591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6297801733016968},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.6254554986953735},{"id":"https://openalex.org/C51427946","wikidata":"https://www.wikidata.org/wiki/Q618827","display_name":"Apodization","level":2,"score":0.609748363494873},{"id":"https://openalex.org/C69179731","wikidata":"https://www.wikidata.org/wiki/Q510427","display_name":"Point spread function","level":2,"score":0.590009331703186},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5580125451087952},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4823145866394043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.443888783454895},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4317846894264221},{"id":"https://openalex.org/C30684385","wikidata":"https://www.wikidata.org/wiki/Q176509","display_name":"Ringing","level":3,"score":0.4295511245727539},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.41380006074905396},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4077027440071106},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3615659475326538},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.3083157241344452},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24614295363426208},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.2436937689781189},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14667901396751404},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08731085062026978},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.08687865734100342},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jstars.2015.2424451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2424451","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5899999737739563,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G6877828519","display_name":null,"funder_award_id":"DMS 1217239","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320309398","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055"},{"id":"https://openalex.org/F4320332375","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1511118377","https://openalex.org/W1577588273","https://openalex.org/W1968088321","https://openalex.org/W1978333359","https://openalex.org/W1996287810","https://openalex.org/W2011181254","https://openalex.org/W2014823423","https://openalex.org/W2019248995","https://openalex.org/W2029684123","https://openalex.org/W2035128422","https://openalex.org/W2038649727","https://openalex.org/W2060945009","https://openalex.org/W2073983116","https://openalex.org/W2079724595","https://openalex.org/W2098900561","https://openalex.org/W2103442239","https://openalex.org/W2103559027","https://openalex.org/W2112575052","https://openalex.org/W2114487471","https://openalex.org/W2119159934","https://openalex.org/W2122752532","https://openalex.org/W2127104311","https://openalex.org/W2130604180","https://openalex.org/W2136396015","https://openalex.org/W2137965886","https://openalex.org/W2142058898","https://openalex.org/W2145096794","https://openalex.org/W2151676590","https://openalex.org/W2164452299","https://openalex.org/W2296616510","https://openalex.org/W2944437997","https://openalex.org/W4250955649","https://openalex.org/W4255521522","https://openalex.org/W6677822828","https://openalex.org/W6680203652","https://openalex.org/W6762689033"],"related_works":["https://openalex.org/W2104708016","https://openalex.org/W2390701595","https://openalex.org/W1542850441","https://openalex.org/W2090956370","https://openalex.org/W2293401449","https://openalex.org/W2095868395","https://openalex.org/W4389247454","https://openalex.org/W2016796085","https://openalex.org/W1523560328","https://openalex.org/W4405717523"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"develop":[4],"efficient":[5,66],"deconvolution":[6,75],"and":[7,10,18,34,84,117,124,143],"super-resolution":[8,107,133],"methodologies,":[9],"apply":[11,49],"these":[12],"techniques":[13],"to":[14,44,48,92,98,114,126,148],"reduce":[15],"image":[16,78,83,115,153],"blurring":[17],"distortion":[19],"inherent":[20],"in":[21,37,119,129,140],"an":[22,65],"aperture":[23],"synthesis":[24],"system.":[25],"Such":[26],"a":[27,99,104],"system":[28],"produces":[29],"ringing":[30,79],"at":[31],"sharp":[32],"edges":[33],"other":[35],"transitions":[36],"the":[38,54,82,120],"observed":[39],"field.":[40],"The":[41,88],"conventional":[42],"approach":[43],"suppressing":[45],"sidelobes":[46],"is":[47,109,112],"linear":[50],"apodization,":[51],"which":[52,146],"has":[53],"undesirable":[55],"side":[56],"effect":[57],"of":[58,95],"degrading":[59],"spatial":[60,130],"resolution.":[61,131],"We":[62],"have":[63],"developed":[64],"total":[67],"variation":[68],"minimization":[69],"technique":[70],"based":[71,136],"on":[72,137],"Split":[73],"Bregman":[74],"that":[76,111],"reduces":[77],"while":[80],"sharpening":[81],"preserving":[85],"information":[86],"content.":[87],"model":[89],"was":[90],"generalized":[91],"include":[93],"upsampling":[94],"deconvolved":[96],"images":[97],"higher":[100],"resolution":[101],"grid.":[102],"Furthermore,":[103],"proposed":[105],"multiframe":[106],"method":[108],"presented":[110],"robust":[113],"noise":[116,118],"point":[121],"spread":[122],"function,":[123],"leads":[125],"additional":[127],"improvements":[128],"Our":[132],"methodologies":[134],"are":[135],"current":[138],"research":[139],"sparse":[141],"optimization":[142],"compressed":[144],"sensing,":[145],"lead":[147],"unprecedented":[149],"efficiencies":[150],"for":[151],"solving":[152],"reconstruction":[154],"problems.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
