{"id":"https://openalex.org/W2811223718","doi":"https://doi.org/10.3390/rs10071053","title":"Millimeter-Wave InSAR Image Reconstruction Approach by Total Variation Regularized Matrix Completion","display_name":"Millimeter-Wave InSAR Image Reconstruction Approach by Total Variation Regularized Matrix Completion","publication_year":2018,"publication_date":"2018-07-03","ids":{"openalex":"https://openalex.org/W2811223718","doi":"https://doi.org/10.3390/rs10071053","mag":"2811223718"},"language":"en","primary_location":{"id":"doi:10.3390/rs10071053","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10071053","pdf_url":"https://www.mdpi.com/2072-4292/10/7/1053/pdf?version=1530675150","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/10/7/1053/pdf?version=1530675150","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100618239","display_name":"Yilong Zhang","orcid":"https://orcid.org/0000-0002-0738-9528"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802340896","display_name":"Purple Mountain Observatory","ror":"https://ror.org/02eb4t121","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802340896"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yilong Zhang","raw_affiliation_strings":["Key Lab of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210034, China","Purple Mountain Observatory, Chinese Academy of Sciences, Nanjing 210034, China"],"affiliations":[{"raw_affiliation_string":"Key Lab of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210034, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Purple Mountain Observatory, Chinese Academy of Sciences, Nanjing 210034, China","institution_ids":["https://openalex.org/I2802340896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112289405","display_name":"Wei Miao","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802340896","display_name":"Purple Mountain Observatory","ror":"https://ror.org/02eb4t121","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802340896"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Miao","raw_affiliation_strings":["Key Lab of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210034, China","Purple Mountain Observatory, Chinese Academy of Sciences, Nanjing 210034, China"],"affiliations":[{"raw_affiliation_string":"Key Lab of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210034, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Purple Mountain Observatory, Chinese Academy of Sciences, Nanjing 210034, China","institution_ids":["https://openalex.org/I2802340896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013794251","display_name":"Zhenhui Lin","orcid":"https://orcid.org/0000-0002-0482-1549"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802340896","display_name":"Purple Mountain Observatory","ror":"https://ror.org/02eb4t121","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802340896"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhui Lin","raw_affiliation_strings":["Key Lab of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210034, China","Purple Mountain Observatory, Chinese Academy of Sciences, Nanjing 210034, China"],"affiliations":[{"raw_affiliation_string":"Key Lab of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210034, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Purple Mountain Observatory, Chinese Academy of Sciences, Nanjing 210034, China","institution_ids":["https://openalex.org/I2802340896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101675267","display_name":"Hao Gao","orcid":"https://orcid.org/0000-0003-1064-2149"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802340896","display_name":"Purple Mountain Observatory","ror":"https://ror.org/02eb4t121","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802340896"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Gao","raw_affiliation_strings":["Key Lab of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210034, China","Purple Mountain Observatory, Chinese Academy of Sciences, Nanjing 210034, China"],"affiliations":[{"raw_affiliation_string":"Key Lab of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210034, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Purple Mountain Observatory, Chinese Academy of Sciences, Nanjing 210034, China","institution_ids":["https://openalex.org/I2802340896"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110262043","display_name":"Sheng\u2010Cai Shi","orcid":"https://orcid.org/0000-0003-0571-9260"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802340896","display_name":"Purple Mountain Observatory","ror":"https://ror.org/02eb4t121","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802340896"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengcai Shi","raw_affiliation_strings":["Key Lab of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210034, China","Purple Mountain Observatory, Chinese Academy of Sciences, Nanjing 210034, China"],"affiliations":[{"raw_affiliation_string":"Key Lab of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210034, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Purple Mountain Observatory, Chinese Academy of Sciences, Nanjing 210034, China","institution_ids":["https://openalex.org/I2802340896"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100618239"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802340896"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.2105,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.95761016,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"10","issue":"7","first_page":"1053","last_page":"1053"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9998000264167786,"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9998000264167786,"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interferometric-synthetic-aperture-radar","display_name":"Interferometric synthetic aperture radar","score":0.9002447128295898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5764523148536682},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5337145328521729},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4712446331977844},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.4581872224807739},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.45640432834625244},{"id":"https://openalex.org/keywords/extremely-high-frequency","display_name":"Extremely high frequency","score":0.45470932126045227},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4207901954650879},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3654467463493347},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21988767385482788},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1596740484237671},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13508933782577515},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08052459359169006}],"concepts":[{"id":"https://openalex.org/C22286887","wikidata":"https://www.wikidata.org/wiki/Q1666056","display_name":"Interferometric synthetic aperture radar","level":3,"score":0.9002447128295898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5764523148536682},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5337145328521729},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4712446331977844},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.4581872224807739},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.45640432834625244},{"id":"https://openalex.org/C45764600","wikidata":"https://www.wikidata.org/wiki/Q570342","display_name":"Extremely high frequency","level":2,"score":0.45470932126045227},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4207901954650879},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3654467463493347},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21988767385482788},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1596740484237671},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13508933782577515},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08052459359169006}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs10071053","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10071053","pdf_url":"https://www.mdpi.com/2072-4292/10/7/1053/pdf?version=1530675150","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:06d1bdff780e4abebc99f19b61224da8","is_oa":true,"landing_page_url":"https://doaj.org/article/06d1bdff780e4abebc99f19b61224da8","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 10, Iss 7, p 1053 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs10071053","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10071053","pdf_url":"https://www.mdpi.com/2072-4292/10/7/1053/pdf?version=1530675150","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1664125637","display_name":null,"funder_award_id":"2017003","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G3274363805","display_name":null,"funder_award_id":"GJJSTD20180003","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7652668546","display_name":null,"funder_award_id":"GJJSTD2018000","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7733782986","display_name":null,"funder_award_id":"QYZDJ","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7757904293","display_name":null,"funder_award_id":"-SSW-","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7806137288","display_name":null,"funder_award_id":"QYZDJ-SSW-SLH043","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7883487731","display_name":null,"funder_award_id":"20180003","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8470974899","display_name":null,"funder_award_id":"2017LH049","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8478418905","display_name":null,"funder_award_id":"BX201700309","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8560391324","display_name":null,"funder_award_id":"BX201700309","funder_id":"https://openalex.org/F4320335768","funder_display_name":"National Postdoctoral Program for Innovative Talents"},{"id":"https://openalex.org/G8597430211","display_name":null,"funder_award_id":"QYZDJ-SSW-S","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335768","display_name":"National Postdoctoral Program for Innovative Talents","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2811223718.pdf","grobid_xml":"https://content.openalex.org/works/W2811223718.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1972150100","https://openalex.org/W1980063370","https://openalex.org/W2005089986","https://openalex.org/W2036281626","https://openalex.org/W2045890478","https://openalex.org/W2047071281","https://openalex.org/W2047109090","https://openalex.org/W2052132848","https://openalex.org/W2056145308","https://openalex.org/W2100556411","https://openalex.org/W2103972604","https://openalex.org/W2104308613","https://openalex.org/W2110609587","https://openalex.org/W2119667497","https://openalex.org/W2121813745","https://openalex.org/W2125527601","https://openalex.org/W2128912491","https://openalex.org/W2129638195","https://openalex.org/W2132549823","https://openalex.org/W2134332047","https://openalex.org/W2144042906","https://openalex.org/W2144275666","https://openalex.org/W2145096794","https://openalex.org/W2147824323","https://openalex.org/W2157349060","https://openalex.org/W2158936099","https://openalex.org/W2163970352","https://openalex.org/W2169499397","https://openalex.org/W2241435520","https://openalex.org/W2400774980","https://openalex.org/W2548247880","https://openalex.org/W2611328865","https://openalex.org/W2620589102","https://openalex.org/W2769917959","https://openalex.org/W2964179170","https://openalex.org/W6663479199","https://openalex.org/W6740279810"],"related_works":["https://openalex.org/W2392812199","https://openalex.org/W4200176076","https://openalex.org/W598185802","https://openalex.org/W2373310320","https://openalex.org/W2781934594","https://openalex.org/W4384163768","https://openalex.org/W3206958763","https://openalex.org/W2159160885","https://openalex.org/W2148958581","https://openalex.org/W2910315605"],"abstract_inverted_index":{"Millimeter-wave":[0],"interferometric":[1],"synthetic":[2,21],"aperture":[3],"radiometer":[4],"(InSAR)":[5],"can":[6],"provide":[7],"high-resolution":[8],"observations":[9],"for":[10],"many":[11],"applications":[12],"by":[13,60,134],"using":[14,117],"small":[15],"antennas":[16],"to":[17,33,57,111],"achieve":[18],"very":[19],"large":[20],"aperture.":[22],"However,":[23],"reconstruction":[24,54,130,161,175],"of":[25,43,104,126,159,163],"a":[26,49,77],"millimeter-wave":[27,51,82,148],"InSAR":[28,44,52,105,128,149,173],"image":[29,53,129,150,174],"has":[30],"been":[31],"proven":[32],"be":[34],"an":[35],"ill-posed":[36],"inverse":[37],"problem":[38,131],"that":[39,80],"degrades":[40],"the":[41,76,86,89,93,101,118,123,127,153,156,160,164],"performance":[42,162],"imaging.":[45],"In":[46],"this":[47],"paper,":[48],"novel":[50],"approach,":[55],"referred":[56],"as":[58,96],"InSAR-TVMC,":[59],"total":[61],"variation":[62],"(TV)":[63],"regularized":[64],"matrix":[65],"completion":[66],"(MC)":[67],"in":[68,106],"two-dimensional":[69,107],"data":[70,102,108,151],"space,":[71],"is":[72,132],"proposed.":[73],"Based":[74],"on":[75,144],"priori":[78],"knowledge":[79],"natural":[81],"images":[83,95],"statistically":[84],"hold":[85],"low-rank":[87,97],"property,":[88],"proposed":[90,165],"approach":[91,167],"represents":[92],"object":[94],"matrices":[98],"and":[99,139,146,155,170],"formulates":[100],"acquisition":[103],"space":[109],"directly":[110],"undersample":[112],"visibility":[113,120],"function":[114,121],"samples.":[115],"Subsequently,":[116],"undersampled":[119],"samples,":[122],"optimal":[124],"solution":[125],"obtained":[133],"simultaneously":[135],"adopting":[136],"MC":[137],"techniques":[138],"TV":[140],"regularization.":[141],"Experimental":[142],"results":[143],"simulated":[145],"real":[147],"demonstrate":[152],"effectiveness":[154],"significant":[157],"improvement":[158],"InSAR-TVMC":[166],"over":[168],"conventional":[169],"one-dimensional":[171],"sparse":[172],"approaches.":[176]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
