{"id":"https://openalex.org/W3008867406","doi":"https://doi.org/10.1109/tip.2020.2973819","title":"Compressive Radar Imaging of Stationary Indoor Targets With Low-Rank Plus Jointly Sparse and Total Variation Regularizations","display_name":"Compressive Radar Imaging of Stationary Indoor Targets With Low-Rank Plus Jointly Sparse and Total Variation Regularizations","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3008867406","doi":"https://doi.org/10.1109/tip.2020.2973819","mag":"3008867406","pmid":"https://pubmed.ncbi.nlm.nih.gov/32092003"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2020.2973819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.2973819","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5042839412","display_name":"Van Ha Tang","orcid":"https://orcid.org/0000-0001-7894-7008"},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Van Ha Tang","raw_affiliation_strings":["Faculty of Information Technology, Le Quy Don Technical University, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Le Quy Don Technical University, Hanoi, Vietnam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072662577","display_name":"Abdesselam Bouzerdoum","orcid":"https://orcid.org/0000-0002-9163-0045"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]},{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["AU","QA"],"is_corresponding":false,"raw_author_name":"Abdesselam Bouzerdoum","raw_affiliation_strings":["Information and Computing Technology Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, Australia"],"affiliations":[{"raw_affiliation_string":"Information and Computing Technology Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]},{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050488362","display_name":"Son Lam Phung","orcid":"https://orcid.org/0000-0002-3076-0540"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Son Lam Phung","raw_affiliation_strings":["School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, Australia","institution_ids":["https://openalex.org/I204824540"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042839412"],"corresponding_institution_ids":["https://openalex.org/I131359167"],"apc_list":null,"apc_paid":null,"fwci":1.3051,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.77779413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"29","issue":null,"first_page":"4598","last_page":"4613"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":1.0,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9997000098228455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/clutter","display_name":"Clutter","score":0.9049922227859497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6439789533615112},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.554835855960846},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5381662845611572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5056145191192627},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.4904934763908386},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.47237566113471985},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47128596901893616},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45003363490104675},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.4377075433731079},{"id":"https://openalex.org/keywords/stationary-target-indication","display_name":"Stationary target indication","score":0.4351862072944641},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35999125242233276},{"id":"https://openalex.org/keywords/continuous-wave-radar","display_name":"Continuous-wave radar","score":0.25574931502342224},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08930787444114685}],"concepts":[{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.9049922227859497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6439789533615112},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.554835855960846},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5381662845611572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5056145191192627},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.4904934763908386},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.47237566113471985},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47128596901893616},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45003363490104675},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.4377075433731079},{"id":"https://openalex.org/C51196962","wikidata":"https://www.wikidata.org/wiki/Q16966352","display_name":"Stationary target indication","level":5,"score":0.4351862072944641},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35999125242233276},{"id":"https://openalex.org/C59584813","wikidata":"https://www.wikidata.org/wiki/Q1029234","display_name":"Continuous-wave radar","level":4,"score":0.25574931502342224},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08930787444114685}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2020.2973819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.2973819","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:32092003","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32092003","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:ro.uow.edu.au:eispapers1-4862","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/eispapers1/3835","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty of Engineering and Information Sciences - Papers: Part B","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4099999964237213}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W59771946","https://openalex.org/W640945449","https://openalex.org/W883639757","https://openalex.org/W1798702550","https://openalex.org/W1946620893","https://openalex.org/W1967589385","https://openalex.org/W1985554756","https://openalex.org/W1990632866","https://openalex.org/W1991198335","https://openalex.org/W1994426673","https://openalex.org/W2005643370","https://openalex.org/W2006262045","https://openalex.org/W2008340591","https://openalex.org/W2011359124","https://openalex.org/W2023403064","https://openalex.org/W2023722580","https://openalex.org/W2030161963","https://openalex.org/W2030719793","https://openalex.org/W2033585489","https://openalex.org/W2039939700","https://openalex.org/W2041625550","https://openalex.org/W2054656164","https://openalex.org/W2056636001","https://openalex.org/W2061144551","https://openalex.org/W2099157788","https://openalex.org/W2100556411","https://openalex.org/W2103559027","https://openalex.org/W2103972604","https://openalex.org/W2106340133","https://openalex.org/W2106411961","https://openalex.org/W2109449402","https://openalex.org/W2115658905","https://openalex.org/W2115706991","https://openalex.org/W2122768752","https://openalex.org/W2126607811","https://openalex.org/W2127721429","https://openalex.org/W2131241448","https://openalex.org/W2135367316","https://openalex.org/W2137446763","https://openalex.org/W2139643075","https://openalex.org/W2142224912","https://openalex.org/W2145096794","https://openalex.org/W2151091733","https://openalex.org/W2156575092","https://openalex.org/W2157745087","https://openalex.org/W2164452299","https://openalex.org/W2170950703","https://openalex.org/W2214681040","https://openalex.org/W2296616510","https://openalex.org/W2395285288","https://openalex.org/W2424966450","https://openalex.org/W2554591675","https://openalex.org/W2598232788","https://openalex.org/W2776310520","https://openalex.org/W2899913359","https://openalex.org/W2913535645","https://openalex.org/W2950277768","https://openalex.org/W3098745759","https://openalex.org/W3124114587","https://openalex.org/W3124229194","https://openalex.org/W4249667877","https://openalex.org/W4250955649","https://openalex.org/W4254115559","https://openalex.org/W4254831297","https://openalex.org/W6638209102","https://openalex.org/W6676179485","https://openalex.org/W6678911119","https://openalex.org/W6758920291","https://openalex.org/W6764988152","https://openalex.org/W6836208597"],"related_works":["https://openalex.org/W2364502255","https://openalex.org/W2080615845","https://openalex.org/W3000145458","https://openalex.org/W1952514008","https://openalex.org/W3178405604","https://openalex.org/W2100586735","https://openalex.org/W4394898250","https://openalex.org/W2168293116","https://openalex.org/W4224212501","https://openalex.org/W2032198414"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,39,47,62,73,116,149],"problem":[4,98,109],"of":[5,17,38,50,58,64,76,85],"wall":[6,51,86,126],"clutter":[7,87,127,156],"mitigation":[8,88,157],"and":[9,31,61,79,89,102,128,155],"image":[10,91],"reconstruction":[11,92],"for":[12],"through-wall":[13],"radar":[14,139,160],"imaging":[15],"(TWRI)":[16],"stationary":[18],"targets":[19],"by":[20],"seeking":[21],"a":[22,55],"model":[23,41,151],"that":[24,43,148],"incorporates":[25],"low-rank":[26],"(LR),":[27],"joint":[28],"sparsity":[29,65],"(JS),":[30],"total":[32],"variation":[33],"(TV)":[34],"regularizers.":[35],"The":[36,83,145],"motivation":[37],"proposed":[40,150],"is":[42,93,122],"LR":[44],"regularizer":[45,71],"captures":[46,125],"low-dimensional":[48],"structure":[49],"clutter;":[52],"JS":[53],"guarantees":[54],"small":[56],"fraction":[57],"target":[59,77,90,130,153],"occupancy":[60],"similarity":[63],"profile":[66],"among":[67],"channel":[68],"images;":[69],"TV":[70,103],"promotes":[72],"spatial":[74],"continuity":[75],"regions":[78],"mitigates":[80],"background":[81],"noise.":[82],"task":[84],"formulated":[94],"as":[95],"an":[96,111],"optimization":[97],"comprising":[99],"LR,":[100],"JS,":[101],"regularization":[104],"terms.":[105],"To":[106],"handle":[107],"this":[108],"efficiently,":[110],"iterative":[112],"algorithm":[113],"based":[114],"on":[115,137],"forward-backward":[117],"proximal":[118],"gradient":[119],"splitting":[120],"technique":[121],"introduced,":[123],"which":[124],"yields":[129],"images":[131],"simultaneously.":[132],"Extensive":[133],"experiments":[134],"are":[135,162],"conducted":[136],"real":[138],"data":[140],"under":[141],"compressive":[142],"sensing":[143],"scenarios.":[144],"results":[146],"show":[147],"enhances":[152],"localization":[154],"even":[158],"when":[159],"measurements":[161],"significantly":[163],"reduced.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}