{"id":"https://openalex.org/W2146361563","doi":"https://doi.org/10.1109/isbi.2008.4541240","title":"Bayesian non local means-based speckle filtering","display_name":"Bayesian non local means-based speckle filtering","publication_year":2008,"publication_date":"2008-05-01","ids":{"openalex":"https://openalex.org/W2146361563","doi":"https://doi.org/10.1109/isbi.2008.4541240","mag":"2146361563"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2008.4541240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2008.4541240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},"type":"conference-paper","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/A5041744685","display_name":"Pierrick Coup\u00e9","orcid":"https://orcid.org/0000-0003-2709-3350"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4387152452","display_name":"Empenn","ror":"https://ror.org/02hp31992","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I1326498283","https://openalex.org/I154526488","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210133778","https://openalex.org/I4210159245","https://openalex.org/I4387152452","https://openalex.org/I56067802","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierrick Coupe","raw_affiliation_strings":["CNRS UMR, IRISA, University of Rennes I, Rennes, France","IRISA, INSERM, Rennes, France","VisAGeS Project, INRIA, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS UMR, IRISA, University of Rennes I, Rennes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802519937","https://openalex.org/I56067802"]},{"raw_affiliation_string":"IRISA, INSERM, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I2802519937"]},{"raw_affiliation_string":"VisAGeS Project, INRIA, Rennes, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4387152452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041269156","display_name":"Pierre Hellier","orcid":"https://orcid.org/0000-0003-3603-2381"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Hellier","raw_affiliation_strings":["CNRS UMR, IRISA, University of Rennes I, Rennes, France","IRISA, INSERM, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS UMR, IRISA, University of Rennes I, Rennes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802519937","https://openalex.org/I56067802"]},{"raw_affiliation_string":"IRISA, INSERM, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I2802519937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033807512","display_name":"Charles Kervrann","orcid":"https://orcid.org/0000-0001-6263-0452"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Charles Kervrann","raw_affiliation_strings":["Domainede Vilvert, INRA-MIA, Rennes, France","VISTA Project, INRIA, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Domainede Vilvert, INRA-MIA, Rennes, France","institution_ids":[]},{"raw_affiliation_string":"VISTA Project, INRIA, Rennes, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022743349","display_name":"Christian Barillot","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4387152452","display_name":"Empenn","ror":"https://ror.org/02hp31992","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I1326498283","https://openalex.org/I154526488","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210133778","https://openalex.org/I4210159245","https://openalex.org/I4387152452","https://openalex.org/I56067802","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christian Barillot","raw_affiliation_strings":["CNRS UMR, IRISA, University of Rennes I, Rennes, France","IRISA, INSERM, Rennes, France","VisAGeS Project, INRIA, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS UMR, IRISA, University of Rennes I, Rennes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802519937","https://openalex.org/I56067802"]},{"raw_affiliation_string":"IRISA, INSERM, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I2802519937"]},{"raw_affiliation_string":"VisAGeS Project, INRIA, Rennes, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4387152452"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":104,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1291","last_page":"1294"},"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":0.9922000169754028,"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":0.9869999885559082,"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/speckle-pattern","display_name":"Speckle pattern","score":0.8905378580093384},{"id":"https://openalex.org/keywords/speckle-noise","display_name":"Speckle noise","score":0.8267744779586792},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.6743408441543579},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6730117797851562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6528025269508362},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5979965329170227},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5948760509490967},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49469396471977234},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4839482605457306},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39420098066329956},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3078725337982178}],"concepts":[{"id":"https://openalex.org/C102290492","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle pattern","level":2,"score":0.8905378580093384},{"id":"https://openalex.org/C180940675","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle noise","level":3,"score":0.8267744779586792},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.6743408441543579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6730117797851562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6528025269508362},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5979965329170227},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5948760509490967},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49469396471977234},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4839482605457306},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39420098066329956},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3078725337982178}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2008.4541240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2008.4541240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1510751240","https://openalex.org/W1592287264","https://openalex.org/W2030521421","https://openalex.org/W2049909233","https://openalex.org/W2051505597","https://openalex.org/W2057124985","https://openalex.org/W2068075086","https://openalex.org/W2072843185","https://openalex.org/W2103559027","https://openalex.org/W2104763670","https://openalex.org/W2115193063","https://openalex.org/W2117294245","https://openalex.org/W2117917772","https://openalex.org/W2122942014","https://openalex.org/W2127081471","https://openalex.org/W2128033169","https://openalex.org/W2130094715","https://openalex.org/W2136396015","https://openalex.org/W2150134853"],"related_works":["https://openalex.org/W2065648684","https://openalex.org/W2113052720","https://openalex.org/W2799624451","https://openalex.org/W2009383287","https://openalex.org/W2042914788","https://openalex.org/W2182190754","https://openalex.org/W4321264664","https://openalex.org/W2055824452","https://openalex.org/W2121688719","https://openalex.org/W2016481886"],"abstract_inverted_index":{"In":[0,13],"ultrasound":[1],"(US)":[2],"imaging,":[3],"denoising":[4,88],"is":[5,30,41],"intended":[6],"to":[7,43],"improve":[8],"quantitative":[9],"image":[10],"analysis":[11],"techniques.":[12],"this":[14],"paper,":[15],"a":[16,38],"new":[17],"version":[18],"of":[19,76],"the":[20,45,73,77],"non":[21],"local":[22],"(nl)":[23],"means":[24,47,79],"filter":[25,48,71],"adapted":[26,87],"for":[27,34,49],"US":[28],"images":[29],"proposed.":[31],"Originally":[32],"developed":[33],"Gaussian":[35],"noise":[36],"removal,":[37],"Bayesian":[39],"framework":[40],"used":[42],"adapt":[44],"NL":[46,68,78],"speckle":[50,62,70,86],"noise.":[51],"Experiments":[52],"were":[53],"carried":[54],"out":[55],"on":[56],"synthetic":[57],"data":[58],"sets":[59],"with":[60],"different":[61],"simulations.":[63],"Results":[64],"show":[65],"that":[66],"our":[67],"means-based":[69],"outperforms":[72],"classical":[74],"implementation":[75],"filter,":[80],"as":[81,83],"well":[82],"two":[84],"other":[85],"methods":[89],"(SRAD":[90],"and":[91],"SBF":[92],"filters).":[93]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
