{"id":"https://openalex.org/W2097307151","doi":"https://doi.org/10.1109/isbi.2013.6556483","title":"A supervised patch-based image reconstruction technique: Application to brain MRI super-resolution","display_name":"A supervised patch-based image reconstruction technique: Application to brain MRI super-resolution","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2097307151","doi":"https://doi.org/10.1109/isbi.2013.6556483","mag":"2097307151"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2013.6556483","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2013.6556483","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 10th International Symposium on Biomedical Imaging","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/A5045707906","display_name":"Fran\u00e7ois Rousseau","orcid":"https://orcid.org/0000-0001-9837-7487"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Francois Rousseau","raw_affiliation_strings":["ICube, CNRS, Universit\u00e9 de Strasbourg, Strasbourg, France","ICube, Univ. de Strasbourg, Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"ICube, CNRS, Universit\u00e9 de Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ICube, Univ. de Strasbourg, Strasbourg, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029437650","display_name":"Colin Studholme","orcid":"https://orcid.org/0000-0001-8683-6906"},"institutions":[{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]},{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colin Studholme","raw_affiliation_strings":["Biomedical Image Computing Group, Department of Pediatrics and Bioengineering, University of Washington, Seattle, USA","Depts. of Pediatrics & Bioeng., Univ. of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Biomedical Image Computing Group, Department of Pediatrics and Bioengineering, University of Washington, Seattle, USA","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]},{"raw_affiliation_string":"Depts. of Pediatrics & Bioeng., Univ. of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045707906"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I68947357"],"apc_list":null,"apc_paid":null,"fwci":1.9356,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88431223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"346","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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/T11105","display_name":"Advanced Image Processing Techniques","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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9984999895095825,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7500438690185547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7032836675643921},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6412676572799683},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6140315532684326},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5656054615974426},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5629838109016418},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5185721516609192},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49378499388694763},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4446554481983185},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.4343017339706421},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.43311795592308044},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.42858627438545227},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.4247962236404419},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20901256799697876}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7500438690185547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7032836675643921},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6412676572799683},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6140315532684326},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5656054615974426},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5629838109016418},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5185721516609192},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49378499388694763},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4446554481983185},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.4343017339706421},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.43311795592308044},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.42858627438545227},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.4247962236404419},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20901256799697876},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi.2013.6556483","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2013.6556483","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 10th International Symposium on Biomedical Imaging","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05395912v1","is_oa":false,"landing_page_url":"https://univoak.hal.science/hal-05395912","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Symposium on Biomedical Imaging, 2013, San Francisco, United States","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1535052161","https://openalex.org/W1582236847","https://openalex.org/W2003863798","https://openalex.org/W2010587020","https://openalex.org/W2052288235","https://openalex.org/W2067042811","https://openalex.org/W2077967018","https://openalex.org/W2085645375","https://openalex.org/W2087380704","https://openalex.org/W2099470017","https://openalex.org/W2114740909","https://openalex.org/W2115110620","https://openalex.org/W2117787067","https://openalex.org/W2134584543","https://openalex.org/W2140257560","https://openalex.org/W2142592339","https://openalex.org/W2146640671","https://openalex.org/W2149760002","https://openalex.org/W2161105435","https://openalex.org/W6634905172","https://openalex.org/W6681246137"],"related_works":["https://openalex.org/W1829060647","https://openalex.org/W1965977581","https://openalex.org/W2061980133","https://openalex.org/W2077506191","https://openalex.org/W2387685679","https://openalex.org/W2050855072","https://openalex.org/W4298004047","https://openalex.org/W3134728064","https://openalex.org/W2374214022","https://openalex.org/W2347781941"],"abstract_inverted_index":{"The":[0],"image":[1,15,38,42,83],"resolution":[2,43],"and":[3,21,35,84,96],"the":[4,50,78,81,93,105,117,124,127],"tissue":[5],"contrast":[6],"of":[7,30,53,62,107,121,126],"MR":[8],"neuroimaging":[9],"data":[10],"are":[11,90,97],"key":[12],"factors":[13],"for":[14,41,112],"analysis":[16],"algorithms":[17],"such":[18,57,108],"that":[19,74],"segmentation":[20],"registration.":[22],"In":[23],"this":[24],"article,":[25],"we":[26,36],"focus":[27],"on":[28,116],"one":[29],"these":[31],"two":[32],"major":[33],"components":[34],"study":[37],"reconstruction":[39],"techniques":[40],"enhancement.":[44],"This":[45],"issue":[46],"is":[47,75],"addressed":[48],"in":[49],"general":[51],"context":[52],"inverse":[54],"problems.":[55],"For":[56],"ill-posed":[58],"problems,":[59],"some":[60],"forms":[61],"regularization":[63,72],"plays":[64],"a":[65,70,85,100,109],"crucial":[66],"role.":[67],"We":[68,103],"consider":[69],"supervised":[71,110],"technique":[73],"driven":[76],"by":[77],"similarities":[79,89],"between":[80],"input":[82],"learning":[86],"dataset.":[87],"These":[88],"defined":[91],"at":[92],"voxel":[94],"scale":[95],"computed":[98],"using":[99],"patch-based":[101],"approach.":[102],"investigate":[104],"use":[106],"method":[111],"single-image":[113],"super-resolution.":[114],"Experiments":[115],"20":[118],"anatomical":[119],"models":[120],"BrainWeb":[122],"show":[123],"robustness":[125],"proposed":[128],"approach":[129],"with":[130],"respect":[131],"to":[132],"other":[133],"super-resolution":[134],"techniques.":[135]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}