{"id":"https://openalex.org/W2048120619","doi":"https://doi.org/10.1109/icip.2010.5653991","title":"Compass: a joint framework for Parallel Imaging and Compressive Sensing in MRI","display_name":"Compass: a joint framework for Parallel Imaging and Compressive Sensing in MRI","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W2048120619","doi":"https://doi.org/10.1109/icip.2010.5653991","mag":"2048120619"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2010.5653991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2010.5653991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Image Processing","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/A5040156949","display_name":"Jan Aelterman","orcid":"https://orcid.org/0000-0002-5543-2631"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Jan Aelterman","raw_affiliation_strings":["Sint-Pietersnieuwstraat 41, Ghent University - TELIN - IPI - IBBT, Ghent, Belgium","Ghent University-TELIN-IPI-IBBT, Sint-Pietersnieuwstraat 41, B-9000, Belgium"],"affiliations":[{"raw_affiliation_string":"Sint-Pietersnieuwstraat 41, Ghent University - TELIN - IPI - IBBT, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Ghent University-TELIN-IPI-IBBT, Sint-Pietersnieuwstraat 41, B-9000, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076302373","display_name":"Hi\u00eap Luong","orcid":"https://orcid.org/0000-0002-6246-5538"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Hiep Quang Luong","raw_affiliation_strings":["Sint-Pietersnieuwstraat 41, Ghent University - TELIN - IPI - IBBT, Ghent, Belgium","Ghent University-TELIN-IPI-IBBT, Sint-Pietersnieuwstraat 41, B-9000, Belgium"],"affiliations":[{"raw_affiliation_string":"Sint-Pietersnieuwstraat 41, Ghent University - TELIN - IPI - IBBT, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Ghent University-TELIN-IPI-IBBT, Sint-Pietersnieuwstraat 41, B-9000, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101986864","display_name":"Bart Goossens","orcid":"https://orcid.org/0000-0003-1895-5764"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart Goossens","raw_affiliation_strings":["Sint-Pietersnieuwstraat 41, Ghent University - TELIN - IPI - IBBT, Ghent, Belgium","Ghent University-TELIN-IPI-IBBT, Sint-Pietersnieuwstraat 41, B-9000, Belgium"],"affiliations":[{"raw_affiliation_string":"Sint-Pietersnieuwstraat 41, Ghent University - TELIN - IPI - IBBT, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Ghent University-TELIN-IPI-IBBT, Sint-Pietersnieuwstraat 41, B-9000, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031078128","display_name":"Aleksandra Pi\u017eurica","orcid":"https://orcid.org/0000-0002-9322-4999"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Aleksandra Pizurica","raw_affiliation_strings":["Sint-Pietersnieuwstraat 41, Ghent University - TELIN - IPI - IBBT, Ghent, Belgium","Ghent University-TELIN-IPI-IBBT, Sint-Pietersnieuwstraat 41, B-9000, Belgium"],"affiliations":[{"raw_affiliation_string":"Sint-Pietersnieuwstraat 41, Ghent University - TELIN - IPI - IBBT, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Ghent University-TELIN-IPI-IBBT, Sint-Pietersnieuwstraat 41, B-9000, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071483672","display_name":"Wilfried Philips","orcid":"https://orcid.org/0000-0003-4456-4353"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wilfried Philips","raw_affiliation_strings":["Sint-Pietersnieuwstraat 41, Ghent University - TELIN - IPI - IBBT, Ghent, Belgium","Ghent University-TELIN-IPI-IBBT, Sint-Pietersnieuwstraat 41, B-9000, Belgium"],"affiliations":[{"raw_affiliation_string":"Sint-Pietersnieuwstraat 41, Ghent University - TELIN - IPI - IBBT, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Ghent University-TELIN-IPI-IBBT, Sint-Pietersnieuwstraat 41, B-9000, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040156949"],"corresponding_institution_ids":["https://openalex.org/I32597200"],"apc_list":null,"apc_paid":null,"fwci":1.7487,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.838039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1653","last_page":"1656"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.8221480846405029},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6485294103622437},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6198084354400635},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.6084709167480469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5659709572792053},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.557500422000885},{"id":"https://openalex.org/keywords/compass","display_name":"Compass","score":0.5530567169189453},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5422374606132507},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5091885924339294},{"id":"https://openalex.org/keywords/image-denoising","display_name":"Image denoising","score":0.45939940214157104},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.42917585372924805},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.37560760974884033},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07097607851028442}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.8221480846405029},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6485294103622437},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6198084354400635},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.6084709167480469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5659709572792053},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.557500422000885},{"id":"https://openalex.org/C2778361833","wikidata":"https://www.wikidata.org/wiki/Q34735","display_name":"Compass","level":2,"score":0.5530567169189453},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5422374606132507},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5091885924339294},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.45939940214157104},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.42917585372924805},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37560760974884033},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07097607851028442},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2010.5653991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2010.5653991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Image Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:archive.ugent.be:1242190","is_oa":false,"landing_page_url":"https://biblio.ugent.be/publication/1242190","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9781424479948","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1986931325","https://openalex.org/W1996287810","https://openalex.org/W2030449718","https://openalex.org/W2047544187","https://openalex.org/W2097061348","https://openalex.org/W2101675075","https://openalex.org/W2105199122","https://openalex.org/W2115528090","https://openalex.org/W2115706991","https://openalex.org/W2130320505","https://openalex.org/W2132680427","https://openalex.org/W2137155471","https://openalex.org/W2142058898","https://openalex.org/W2145096794","https://openalex.org/W2146484858","https://openalex.org/W2167233877","https://openalex.org/W2168887049","https://openalex.org/W2296616510","https://openalex.org/W4233764193","https://openalex.org/W4249760698","https://openalex.org/W4250955649","https://openalex.org/W6675464237"],"related_works":["https://openalex.org/W2206872286","https://openalex.org/W2382913035","https://openalex.org/W2113447385","https://openalex.org/W2391335452","https://openalex.org/W2360876323","https://openalex.org/W2109954054","https://openalex.org/W2896778670","https://openalex.org/W4287876945","https://openalex.org/W1581044291","https://openalex.org/W3209466624"],"abstract_inverted_index":{"Parallel":[0,137],"Imaging":[1],"MRI":[2,19,145],"(pMRI)":[3],"and":[4,33,151],"Compressive":[5,136],"Sensing":[6,138],"(CS)":[7],"are":[8],"two":[9],"reconstruction":[10,50,140,146],"techniques":[11],"that":[12,26,44,54,134],"have":[13],"recently":[14],"been":[15],"applied":[16],"to":[17,37,48,62,65,68,86,101,127],"increase":[18],"performance.":[20],"In":[21],"this":[22,102,135],"paper":[23],"we":[24],"demonstrate":[25],"a":[27,38],"combined":[28],"analysis":[29],"of":[30,80],"the":[31,55,69,81,88,92,106],"pMRI":[32,89,150],"CS":[34,152],"problems":[35],"leads":[36],"conceptually":[39],"simple,":[40],"yet":[41],"effective":[42],"technique":[43,57],"outperforms":[45,142],"independent":[46],"approaches":[47],"both":[49,149],"problems.":[51],"We":[52,95],"argue":[53],"proposed":[56],"is":[58,118],"also":[59,96],"naturally":[60],"resilient":[61],"noise,":[63],"due":[64,126],"its":[66,128],"relation":[67],"MAP":[70],"image":[71,124],"denoising":[72],"formulation.":[73],"A":[74],"modified":[75],"Basis":[76],"Pursuit":[77],"(BP)":[78],"formulation":[79],"CS-MRI":[82],"problem":[83,90],"allows":[84],"it":[85],"handle":[87],"at":[91],"same":[93],"time.":[94],"present":[97],"an":[98,119],"exact":[99],"solution":[100],"BP":[103],"problem,":[104],"using":[105],"split":[107],"Bregman":[108],"technique,":[109],"with":[110],"discrete":[111],"shearlet":[112],"transform":[113],"(DST)":[114],"regularization.":[115],"The":[116],"DST":[117],"excellent":[120],"choice":[121],"for":[122],"natural":[123],"applications,":[125],"optimal":[129],"sparsity":[130],"property.":[131],"Results":[132],"show":[133],"(COMPASS)":[139],"algorithm":[141],"more":[143],"traditional":[144],"algorithms":[147],"in":[148],"experiments.":[153]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}