{"id":"https://openalex.org/W3199706488","doi":"https://doi.org/10.1109/tcsvt.2021.3114208","title":"From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach Using <i>\u2113</i> <sub> <i>p</i> </sub>-Regression for Outlier Resistance","display_name":"From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach Using <i>\u2113</i> <sub> <i>p</i> </sub>-Regression for Outlier Resistance","publication_year":2021,"publication_date":"2021-09-20","ids":{"openalex":"https://openalex.org/W3199706488","doi":"https://doi.org/10.1109/tcsvt.2021.3114208","mag":"3199706488"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2021.3114208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2021.3114208","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-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/A5100453144","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0001-5378-6404"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Qi Liu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-5378-6404","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101984096","display_name":"Xiao Peng Li","orcid":"https://orcid.org/0000-0002-5448-7219"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaopeng Li","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-5448-7219","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088559100","display_name":"Hui Cao","orcid":"https://orcid.org/0000-0002-3085-204X"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Cao","raw_affiliation_strings":["School of Information Engineering, Wuhan University of Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001831755","display_name":"Yuntao Wu","orcid":"https://orcid.org/0000-0001-7911-4104"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuntao Wu","raw_affiliation_strings":["School of Computer Science and Engineering, Wuhan Institute of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-7911-4104","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Wuhan Institute of Technology, Wuhan, China","institution_ids":["https://openalex.org/I91125648"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7971,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.94451468,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"32","issue":"6","first_page":"3462","last_page":"3474"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9997000098228455,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.6812825202941895},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5530961155891418},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.529215395450592},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5287986397743225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.504904568195343},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44676318764686584},{"id":"https://openalex.org/keywords/mathematical-notation","display_name":"Mathematical notation","score":0.42300641536712646},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.36312228441238403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3467065393924713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.342548131942749},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.3312128782272339},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2579501271247864},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.18210327625274658},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.10449713468551636}],"concepts":[{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.6812825202941895},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5530961155891418},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.529215395450592},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5287986397743225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.504904568195343},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44676318764686584},{"id":"https://openalex.org/C24457124","wikidata":"https://www.wikidata.org/wiki/Q1140046","display_name":"Mathematical notation","level":3,"score":0.42300641536712646},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.36312228441238403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3467065393924713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.342548131942749},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.3312128782272339},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2579501271247864},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.18210327625274658},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.10449713468551636}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2021.3114208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2021.3114208","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1442997338","display_name":null,"funder_award_id":"2020CFB439","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1910578190","https://openalex.org/W1921756296","https://openalex.org/W1966661320","https://openalex.org/W1968080575","https://openalex.org/W1993482030","https://openalex.org/W2004203093","https://openalex.org/W2004944703","https://openalex.org/W2011359124","https://openalex.org/W2024165284","https://openalex.org/W2030927653","https://openalex.org/W2030928609","https://openalex.org/W2032024719","https://openalex.org/W2036133196","https://openalex.org/W2064683861","https://openalex.org/W2091449379","https://openalex.org/W2104308613","https://openalex.org/W2107408144","https://openalex.org/W2119412403","https://openalex.org/W2119741678","https://openalex.org/W2123921160","https://openalex.org/W2126607811","https://openalex.org/W2132954064","https://openalex.org/W2133665775","https://openalex.org/W2147512299","https://openalex.org/W2162276208","https://openalex.org/W2174934803","https://openalex.org/W2185336262","https://openalex.org/W2187618798","https://openalex.org/W2249396598","https://openalex.org/W2400385870","https://openalex.org/W2412278696","https://openalex.org/W2516041031","https://openalex.org/W2521692805","https://openalex.org/W2543667244","https://openalex.org/W2552406626","https://openalex.org/W2555372514","https://openalex.org/W2617994470","https://openalex.org/W2778192313","https://openalex.org/W2796690484","https://openalex.org/W2805669012","https://openalex.org/W2894900504","https://openalex.org/W2897298721","https://openalex.org/W2909877831","https://openalex.org/W2918050465","https://openalex.org/W2962770929","https://openalex.org/W2962853966","https://openalex.org/W2965256058","https://openalex.org/W2990961515","https://openalex.org/W2995222088","https://openalex.org/W2998656915","https://openalex.org/W3008911924","https://openalex.org/W6726590743"],"related_works":["https://openalex.org/W1968256718","https://openalex.org/W2393607213","https://openalex.org/W2495832077","https://openalex.org/W2278797713","https://openalex.org/W98357545","https://openalex.org/W977407476","https://openalex.org/W4249487612","https://openalex.org/W2624682093","https://openalex.org/W2950186459","https://openalex.org/W2170114491"],"abstract_inverted_index":{"Low-rank":[0],"tensor":[1,28,91,194],"completion":[2,25,29,123,195],"(LRTC)":[3],"that":[4],"aims":[5],"to":[6,33,49,58,82,101,126,156],"restore":[7],"the":[8,98,103,107,138,143,158,162,174],"latent":[9],"clean":[10],"data":[11,24],"from":[12],"an":[13,111],"incomplete":[14],"and/or":[15],"degraded":[16],"observation,":[17],"shows":[18],"promising":[19],"results":[20,153],"in":[21,147,179],"ubiquitous":[22],"tensorial":[23],"applications.":[26],"Most":[27],"approaches":[30],"are":[31,38,154],"vulnerable":[32],"outliers":[34],"since":[35],"their":[36],"derivations":[37],"based":[39],"on":[40],"<inline-formula":[41,62,70,114,127,164],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[42,63,71,115,128,165],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[43,64,72,116,129,166],"<tex-math":[44,65,73,117,130,167],"notation=\"LaTeX\">$\\ell":[45,66,118,131,168],"_{2}$":[46],"</tex-math></inline-formula>":[47,68,79,120,133,170],"-space":[48],"be":[50],"robust":[51],"against":[52],"Gaussian":[53],"noise.":[54],"In":[55],"this":[56,60],"work,":[57],"tackle":[59],"issue,":[61],"_{p}$":[67,119,132,169],"-regression":[69,121],"notation=\"LaTeX\">$(0":[74],"&lt;":[75,77],"p":[76],"2)$":[78],"is":[80,95,135],"employed":[81],"achieve":[83],"outlier":[84,159],"resistance,":[85],"where":[86],"a":[87],"factored":[88],"form":[89],"of":[90,109,140,161],"train":[92],"(TT)-format":[93],"representation":[94],"regularized":[96],"by":[97],"low-TT-rank":[99],"prior":[100],"exploit":[102],"inter-fibers":[104],"correlation.":[105],"On":[106],"basis":[108],"that,":[110],"effective":[112,175],"iterative":[113],"TT":[122,148],"method":[124],"(referred":[125],"-TTC)":[134],"proposed,":[136],"with":[137,192],"advantage":[139],"not":[141],"requiring":[142],"hard-to-determine":[144],"user-defined":[145],"weights":[146],"rank":[149],"model.":[150],"Extensive":[151],"experiment":[152],"presented":[155],"demonstrate":[157],"resistance":[160],"proposed":[163],"-TTC,":[171],"and":[172,176,185,189],"showing":[173],"superior":[177],"performance":[178],"both":[180],"bistatic":[181],"MIMO":[182],"radar":[183],"localization":[184],"color":[186],"image":[187],"inpainting":[188],"denoising,":[190],"compared":[191],"state-of-the-art":[193],"approaches.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}