{"id":"https://openalex.org/W3164061511","doi":"https://doi.org/10.1109/isbi48211.2021.9433999","title":"Single Image Super-Resolution Of Noisy 3d Dental Ct Images Using Tucker Decomposition","display_name":"Single Image Super-Resolution Of Noisy 3d Dental Ct Images Using Tucker Decomposition","publication_year":2021,"publication_date":"2021-04-13","ids":{"openalex":"https://openalex.org/W3164061511","doi":"https://doi.org/10.1109/isbi48211.2021.9433999","mag":"3164061511"},"language":"en","primary_location":{"id":"doi:10.1109/isbi48211.2021.9433999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9433999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","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/A5022150109","display_name":"J. Hatvaniy","orcid":null},"institutions":[{"id":"https://openalex.org/I31882830","display_name":"P\u00e1zm\u00e1ny P\u00e9ter Catholic University","ror":"https://ror.org/05v9kya57","country_code":"HU","type":"education","lineage":["https://openalex.org/I31882830"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]}],"countries":["FR","HU"],"is_corresponding":true,"raw_author_name":"J. Hatvaniy","raw_affiliation_strings":["P\u00e1zm\u00e1ny P\u00e9ter Catholic Unviersity Faculty of Information Technology and Bionics 50/a Pr\u00e1ter utca, Budapest","Universit\u00e9 Paul Sabatier Toulouse 3 Institut de Recherche en Informatique de Toulouse 118 r. de Narbonne, Toulouse"],"affiliations":[{"raw_affiliation_string":"P\u00e1zm\u00e1ny P\u00e9ter Catholic Unviersity Faculty of Information Technology and Bionics 50/a Pr\u00e1ter utca, Budapest","institution_ids":["https://openalex.org/I31882830"]},{"raw_affiliation_string":"Universit\u00e9 Paul Sabatier Toulouse 3 Institut de Recherche en Informatique de Toulouse 118 r. de Narbonne, Toulouse","institution_ids":["https://openalex.org/I4210119061","https://openalex.org/I134560555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001065730","display_name":"J\u00e9r\u00f4me Michetti","orcid":"https://orcid.org/0000-0001-5862-4295"},"institutions":[{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. Michetti","raw_affiliation_strings":["Universit\u00e9 Paul Sabatier Toulouse 3 Institut de Recherche en Informatique de Toulouse 118 r. de Narbonne, Toulouse"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paul Sabatier Toulouse 3 Institut de Recherche en Informatique de Toulouse 118 r. de Narbonne, Toulouse","institution_ids":["https://openalex.org/I4210119061","https://openalex.org/I134560555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039493086","display_name":"Adrian Basarab","orcid":"https://orcid.org/0000-0002-5642-7244"},"institutions":[{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"A. Basarab","raw_affiliation_strings":["Universit\u00e9 Paul Sabatier Toulouse 3 Institut de Recherche en Informatique de Toulouse 118 r. de Narbonne, Toulouse"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paul Sabatier Toulouse 3 Institut de Recherche en Informatique de Toulouse 118 r. de Narbonne, Toulouse","institution_ids":["https://openalex.org/I4210119061","https://openalex.org/I134560555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088288821","display_name":"Mikl\u00f3s Gy\u00f6ngy","orcid":"https://orcid.org/0000-0003-1356-2697"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Gyongy","raw_affiliation_strings":["Universit\u00e9 Paul Sabatier Toulouse 3 Institut de Recherche en Informatique de Toulouse 118 r. de Narbonne, Toulouse"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paul Sabatier Toulouse 3 Institut de Recherche en Informatique de Toulouse 118 r. de Narbonne, Toulouse","institution_ids":["https://openalex.org/I4210119061","https://openalex.org/I134560555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036242071","display_name":"Denis Kouam\u00e9","orcid":"https://orcid.org/0000-0002-2143-759X"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"D. Kouame","raw_affiliation_strings":["Universit\u00e9 Paul Sabatier Toulouse 3 Institut de Recherche en Informatique de Toulouse 118 r. de Narbonne, Toulouse"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paul Sabatier Toulouse 3 Institut de Recherche en Informatique de Toulouse 118 r. de Narbonne, Toulouse","institution_ids":["https://openalex.org/I4210119061","https://openalex.org/I134560555"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022150109"],"corresponding_institution_ids":["https://openalex.org/I134560555","https://openalex.org/I31882830","https://openalex.org/I4210119061"],"apc_list":null,"apc_paid":null,"fwci":0.8048,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.66505441,"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":"1673","last_page":"1676"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9973000288009644,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.793371856212616},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6585879921913147},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6049209833145142},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5879872441291809},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5518249273300171},{"id":"https://openalex.org/keywords/tucker-decomposition","display_name":"Tucker decomposition","score":0.503170907497406},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4939139485359192},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4787168502807617},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4564499855041504},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4556584060192108},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4420180320739746},{"id":"https://openalex.org/keywords/blind-deconvolution","display_name":"Blind deconvolution","score":0.4165045917034149},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36996573209762573},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3520486354827881},{"id":"https://openalex.org/keywords/tensor-decomposition","display_name":"Tensor decomposition","score":0.3161224126815796},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.30026209354400635},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2747821807861328}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.793371856212616},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6585879921913147},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6049209833145142},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5879872441291809},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5518249273300171},{"id":"https://openalex.org/C42704193","wikidata":"https://www.wikidata.org/wiki/Q7851097","display_name":"Tucker decomposition","level":4,"score":0.503170907497406},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4939139485359192},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4787168502807617},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4564499855041504},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4556584060192108},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4420180320739746},{"id":"https://openalex.org/C30044814","wikidata":"https://www.wikidata.org/wiki/Q11334452","display_name":"Blind deconvolution","level":3,"score":0.4165045917034149},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36996573209762573},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3520486354827881},{"id":"https://openalex.org/C2986737658","wikidata":"https://www.wikidata.org/wiki/Q30103009","display_name":"Tensor decomposition","level":3,"score":0.3161224126815796},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.30026209354400635},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2747821807861328},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi48211.2021.9433999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9433999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03523370v1","is_oa":false,"landing_page_url":"https://ut3-toulouseinp.hal.science/hal-03523370","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ieeexplore.ieee.org/document/9433999","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":12,"referenced_works":["https://openalex.org/W1970195563","https://openalex.org/W2013912476","https://openalex.org/W2024165284","https://openalex.org/W2106480268","https://openalex.org/W2294012619","https://openalex.org/W2762076816","https://openalex.org/W2803044806","https://openalex.org/W2941594307","https://openalex.org/W2999694498","https://openalex.org/W3102467893","https://openalex.org/W6751146851","https://openalex.org/W6785705229"],"related_works":["https://openalex.org/W2034520358","https://openalex.org/W2028099218","https://openalex.org/W2059639161","https://openalex.org/W2586325539","https://openalex.org/W2058895457","https://openalex.org/W1538056422","https://openalex.org/W2029084792","https://openalex.org/W2023738877","https://openalex.org/W2147401053","https://openalex.org/W2589098082"],"abstract_inverted_index":{"Tensor":[0],"decomposition":[1,31,65,94],"has":[2],"proven":[3],"to":[4],"be":[5],"a":[6,26,54],"strong":[7],"tool":[8],"in":[9,119],"various":[10],"3D":[11],"image":[12,37],"processing":[13],"tasks":[14],"such":[15],"as":[16],"denoising":[17,59,67],"and":[18,60,98,132],"superresolution.":[19],"In":[20,39],"this":[21,40],"context,":[22],"we":[23,42],"recently":[24],"proposed":[25,115],"computationally":[27],"effective,":[28],"canonical":[29],"polyadic":[30],"(CPD)":[32],"based":[33],"algorithm":[34],"for":[35],"single":[36],"super-resolution.":[38],"work,":[41],"investigated":[43],"the":[44,58,66,71,75,78,90,99,114,127],"added":[45],"value":[46],"brought":[47],"by":[48,70,81],"Tucker":[49,64],"decomposition.":[50],"While":[51],"CPD":[52],"allows":[53],"joint":[55],"implementation":[56],"of":[57,77,113,121],"deconvolution":[61,79],"steps,":[62],"with":[63],"is":[68,83,117],"followed":[69],"deconvolution.":[72],"This":[73],"way":[74],"ill-posedness":[76],"caused":[80],"noise":[82,102],"partially":[84],"mitigated.":[85],"The":[86,111],"results":[87],"achieved":[88],"using":[89],"two":[91],"different":[92],"tensor":[93],"techniques":[95],"were":[96,109],"compared,":[97],"robustness":[100],"against":[101],"was":[103],"investigated.":[104],"For":[105],"validation,":[106],"dental":[107],"images":[108],"used.":[110],"superiority":[112],"method":[116],"shown":[118],"terms":[120],"peak":[122],"signal-to-ratio,":[123],"structural":[124],"similarity":[125],"index,":[126],"root":[128],"canal":[129],"segmentation":[130],"accuracy,":[131],"runtime.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-06-07T00:00:00"}