{"id":"https://openalex.org/W2020529015","doi":"https://doi.org/10.1109/acssc.2013.6810271","title":"3D medical image denoising using 3D block matching and low-rank matrix completion","display_name":"3D medical image denoising using 3D block matching and low-rank matrix completion","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2020529015","doi":"https://doi.org/10.1109/acssc.2013.6810271","mag":"2020529015"},"language":"en","primary_location":{"id":"doi:10.1109/acssc.2013.6810271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2013.6810271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Asilomar Conference on Signals, Systems and Computers","raw_type":"proceedings-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/A5000875289","display_name":"Aminmohammad Roozgard","orcid":null},"institutions":[{"id":"https://openalex.org/I87208437","display_name":"University of Tulsa","ror":"https://ror.org/04wn28048","country_code":"US","type":"education","lineage":["https://openalex.org/I87208437"]},{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aminmohammad Roozgard","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK","Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK, 74135"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK","institution_ids":["https://openalex.org/I87208437","https://openalex.org/I8692664"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK, 74135","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071161476","display_name":"Nafise Barzigar","orcid":null},"institutions":[{"id":"https://openalex.org/I87208437","display_name":"University of Tulsa","ror":"https://ror.org/04wn28048","country_code":"US","type":"education","lineage":["https://openalex.org/I87208437"]},{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nafise Barzigar","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK","Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK, 74135"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK","institution_ids":["https://openalex.org/I87208437","https://openalex.org/I8692664"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK, 74135","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102156642","display_name":"Pramode K. Verma","orcid":null},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]},{"id":"https://openalex.org/I87208437","display_name":"University of Tulsa","ror":"https://ror.org/04wn28048","country_code":"US","type":"education","lineage":["https://openalex.org/I87208437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pramode Verma","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK","Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK, 74135"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK","institution_ids":["https://openalex.org/I87208437","https://openalex.org/I8692664"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK, 74135","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017174019","display_name":"Samuel Cheng","orcid":"https://orcid.org/0000-0002-5439-1137"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]},{"id":"https://openalex.org/I87208437","display_name":"University of Tulsa","ror":"https://ror.org/04wn28048","country_code":"US","type":"education","lineage":["https://openalex.org/I87208437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Cheng","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK","Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK, 74135"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK","institution_ids":["https://openalex.org/I87208437","https://openalex.org/I8692664"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK, 74135","institution_ids":["https://openalex.org/I8692664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000875289"],"corresponding_institution_ids":["https://openalex.org/I8692664","https://openalex.org/I87208437"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09348018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"253","last_page":"257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998999834060669,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.7104460597038269},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6335628032684326},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.6109590530395508},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5500938296318054},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.546360194683075},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5223713517189026},{"id":"https://openalex.org/keywords/matrix-completion","display_name":"Matrix completion","score":0.4934350550174713},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4749101400375366},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.466929167509079},{"id":"https://openalex.org/keywords/additive-white-gaussian-noise","display_name":"Additive white Gaussian noise","score":0.46655672788619995},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4417092204093933},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.4316202402114868},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.43055254220962524},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4143815040588379},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.34108805656433105},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33980581164360046},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3160449266433716},{"id":"https://openalex.org/keywords/white-noise","display_name":"White noise","score":0.30115386843681335},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2354496717453003},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06893110275268555}],"concepts":[{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.7104460597038269},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6335628032684326},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.6109590530395508},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5500938296318054},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.546360194683075},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5223713517189026},{"id":"https://openalex.org/C2778459887","wikidata":"https://www.wikidata.org/wiki/Q6787865","display_name":"Matrix completion","level":3,"score":0.4934350550174713},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4749101400375366},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.466929167509079},{"id":"https://openalex.org/C169334058","wikidata":"https://www.wikidata.org/wiki/Q353292","display_name":"Additive white Gaussian noise","level":3,"score":0.46655672788619995},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4417092204093933},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.4316202402114868},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.43055254220962524},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4143815040588379},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.34108805656433105},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33980581164360046},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3160449266433716},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.30115386843681335},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2354496717453003},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06893110275268555},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acssc.2013.6810271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2013.6810271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Asilomar Conference on Signals, Systems and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1592287264","https://openalex.org/W1938729334","https://openalex.org/W1972841792","https://openalex.org/W1985948328","https://openalex.org/W2000157792","https://openalex.org/W2007190462","https://openalex.org/W2014940628","https://openalex.org/W2030255424","https://openalex.org/W2030521421","https://openalex.org/W2038102124","https://openalex.org/W2047071281","https://openalex.org/W2056775578","https://openalex.org/W2060204507","https://openalex.org/W2072576946","https://openalex.org/W2097787789","https://openalex.org/W2099244020","https://openalex.org/W2115667499","https://openalex.org/W2125527601","https://openalex.org/W2144730813","https://openalex.org/W2146094389","https://openalex.org/W2148358298","https://openalex.org/W2164684058","https://openalex.org/W2540621430","https://openalex.org/W2952716509","https://openalex.org/W6668687509"],"related_works":["https://openalex.org/W1974392290","https://openalex.org/W1911817635","https://openalex.org/W2074565401","https://openalex.org/W2810224748","https://openalex.org/W2353656796","https://openalex.org/W2011915004","https://openalex.org/W2130974430","https://openalex.org/W3103566292","https://openalex.org/W1607924090","https://openalex.org/W1967187784"],"abstract_inverted_index":{"3D":[0,20,39,77,87,92,95,101,110,144],"Denoising":[1],"as":[2,70],"one":[3],"of":[4,50],"the":[5,15,27,106,132,140],"most":[6,18],"significant":[7],"tools":[8],"in":[9,14,81,94],"medical":[10,21,40,145],"imaging":[11],"was":[12],"studied":[13],"literature.":[16],"However,":[17],"existing":[19],"data":[22,41,78],"denoising":[23,42],"algorithms":[24],"have":[25],"assumed":[26],"additive":[28],"white":[29],"Gaussian":[30],"noise.":[31],"In":[32,72],"this":[33],"work,":[34],"we":[35,89,98],"propose":[36],"an":[37],"efficient":[38],"method":[43,54,126,134],"that":[44,131],"can":[45],"handle":[46],"a":[47,75],"noise":[48,142],"mixture":[49],"various":[51],"types.":[52],"Our":[53],"is":[55,79,135],"based":[56],"on":[57],"modified":[58],"2D":[59],"Adaptive":[60],"Rood":[61],"Pattern":[62],"Search":[63],"(ARPS)":[64],"[1]":[65],"and":[66,116],"low-rank":[67],"matrix":[68,124],"completion":[69,125],"follows.":[71],"our":[73],"method,":[74],"noisy":[76],"processed":[80,86],"blockwise":[82],"manner,":[83],"for":[84],"each":[85],"block":[88],"find":[90],"similar":[91],"blocks":[93,111],"data,":[96],"where":[97],"use":[99],"overlapped":[100],"patches":[102],"to":[103,137],"further":[104],"lower":[105],"computation":[107],"complexity.":[108],"The":[109],"then":[112],"will":[113,119],"stack":[114],"together":[115],"unreliable":[117],"voxels":[118],"be":[120],"replaced":[121],"using":[122],"fast":[123],"[2].":[127],"Experimental":[128],"results":[129],"show":[130],"proposed":[133],"able":[136],"robustly":[138],"denoise":[139],"mixed":[141],"from":[143],"data.":[146]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}