{"id":"https://openalex.org/W2970461037","doi":"https://doi.org/10.1109/access.2019.2937966","title":"Nonlocal Means Image Denoising With Minimum MSE-Based Decay Parameter Adaptation","display_name":"Nonlocal Means Image Denoising With Minimum MSE-Based Decay Parameter Adaptation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2970461037","doi":"https://doi.org/10.1109/access.2019.2937966","mag":"2970461037"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2937966","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937966","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817932.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817932.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014068742","display_name":"Yi Zhan","orcid":"https://orcid.org/0000-0002-6357-8091"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhan","raw_affiliation_strings":["Key Laboratory of Molecular Biophysics, School of Life Science and Technology, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Biophysics, School of Life Science and Technology, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050768128","display_name":"Jinbo Wu","orcid":"https://orcid.org/0000-0002-2201-234X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinbo Wu","raw_affiliation_strings":["School of Naval Architecture and Ocean Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Naval Architecture and Ocean Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042992199","display_name":"Mingyue Ding","orcid":"https://orcid.org/0000-0003-3933-1205"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyue Ding","raw_affiliation_strings":["Key Laboratory of Molecular Biophysics, School of Life Science and Technology, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Biophysics, School of Life Science and Technology, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101720039","display_name":"Xuming Zhang","orcid":"https://orcid.org/0000-0003-4332-071X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuming Zhang","raw_affiliation_strings":["Key Laboratory of Molecular Biophysics, School of Life Science and Technology, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-4332-071X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Biophysics, School of Life Science and Technology, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5955,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.72077901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"130246","last_page":"130261"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9976999759674072,"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":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6720553636550903},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6579789519309998},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5434182286262512},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5380039215087891},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5350260734558105},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.5281168222427368},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5271698236465454},{"id":"https://openalex.org/keywords/non-local-means","display_name":"Non-local means","score":0.47074609994888306},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45815929770469666},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4493124186992645},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44869473576545715},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.44332221150398254},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.4419107735157013},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.33202415704727173},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.26156169176101685},{"id":"https://openalex.org/keywords/image-denoising","display_name":"Image denoising","score":0.2040589451789856},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18050014972686768}],"concepts":[{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6720553636550903},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6579789519309998},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5434182286262512},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5380039215087891},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5350260734558105},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.5281168222427368},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5271698236465454},{"id":"https://openalex.org/C101453961","wikidata":"https://www.wikidata.org/wiki/Q7048948","display_name":"Non-local means","level":4,"score":0.47074609994888306},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45815929770469666},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4493124186992645},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44869473576545715},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.44332221150398254},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4419107735157013},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.33202415704727173},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.26156169176101685},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.2040589451789856},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18050014972686768}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2937966","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937966","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817932.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8afa8bc6f57e48d28221f3a117e8a50b","is_oa":true,"landing_page_url":"https://doaj.org/article/8afa8bc6f57e48d28221f3a117e8a50b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 130246-130261 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2937966","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937966","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817932.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G4157662559","display_name":"\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u524d\u5217\u817a\u9776\u5411\u7a7f\u523a\u6d3b\u68c0\u4e2d\u4e09\u7ef4\u8d85\u58f0\u548cMR\u56fe\u50cf\u5b9e\u65f6\u7cbe\u786e\u914d\u51c6\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61871440","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4297867733","display_name":null,"funder_award_id":"2017YFB1303100","funder_id":"https://openalex.org/F4320321540","funder_display_name":"Ministry of Science and Technology of the People's Republic of China"},{"id":"https://openalex.org/G7410742132","display_name":null,"funder_award_id":"2017YFB1303100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321540","display_name":"Ministry of Science and Technology of the People's Republic of China","ror":"https://ror.org/027s68j25"},{"id":"https://openalex.org/F4320321883","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2970461037.pdf","grobid_xml":"https://content.openalex.org/works/W2970461037.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1829781029","https://openalex.org/W1924975848","https://openalex.org/W1965102920","https://openalex.org/W1993296994","https://openalex.org/W2004376198","https://openalex.org/W2056370875","https://openalex.org/W2061800457","https://openalex.org/W2065446556","https://openalex.org/W2069745764","https://openalex.org/W2070626824","https://openalex.org/W2072843185","https://openalex.org/W2086358109","https://openalex.org/W2087846925","https://openalex.org/W2093357859","https://openalex.org/W2096413230","https://openalex.org/W2097073572","https://openalex.org/W2099046646","https://openalex.org/W2111595891","https://openalex.org/W2118071128","https://openalex.org/W2119409963","https://openalex.org/W2130219601","https://openalex.org/W2130754596","https://openalex.org/W2131120753","https://openalex.org/W2133665775","https://openalex.org/W2138018102","https://openalex.org/W2140942156","https://openalex.org/W2142592339","https://openalex.org/W2143131425","https://openalex.org/W2144851790","https://openalex.org/W2159356186","https://openalex.org/W2160527941","https://openalex.org/W2161037052","https://openalex.org/W2163168659","https://openalex.org/W2166879250","https://openalex.org/W2168469752","https://openalex.org/W2257791676","https://openalex.org/W2266495241","https://openalex.org/W2276813783","https://openalex.org/W2289795235","https://openalex.org/W2508457857","https://openalex.org/W2519601569","https://openalex.org/W2603566945","https://openalex.org/W2796968804","https://openalex.org/W2819865169","https://openalex.org/W2898190683","https://openalex.org/W2904386749","https://openalex.org/W2905865189","https://openalex.org/W2909797292","https://openalex.org/W2962943467"],"related_works":["https://openalex.org/W2761243560","https://openalex.org/W233850645","https://openalex.org/W2776327255","https://openalex.org/W2098237619","https://openalex.org/W1974796563","https://openalex.org/W2511423457","https://openalex.org/W4213271663","https://openalex.org/W1538114257","https://openalex.org/W2137901785","https://openalex.org/W3046917719"],"abstract_inverted_index":{"Nonlocal":[0],"means":[1],"(NLM),":[2],"a":[3],"patch-based":[4],"nonlocal":[5],"recovery":[6],"paradigm,":[7],"has":[8],"attracted":[9],"much":[10],"attention":[11],"in":[12,171,188,191],"recent":[13],"decades.":[14],"The":[15],"decay":[16,33,55,70,91,113],"parameter":[17,34,39,56,71,114],"will":[18],"greatly":[19],"affect":[20],"restoration":[21,181],"performance":[22,182],"of":[23,193],"the":[24,28,48,60,64,67,76,81,85,90,94,101,105,110,119,124,129,139,146,162],"NLM":[25,30,61,169],"method.":[26],"However,":[27],"existing":[29],"methods":[31,170,187],"with":[32,154],"adaptation":[35,57],"cannot":[36],"determine":[37],"this":[38,43,135],"effectively.":[40],"To":[41],"address":[42],"problem,":[44],"we":[45],"have":[46],"proposed":[47,65,163],"minimum":[49,87],"mean":[50],"square":[51],"error":[52],"(MSE)":[53],"based":[54,79,99],"method":[58,107,164],"for":[59],"denoising.":[62],"In":[63],"method,":[66],"globally":[68],"optimal":[69,111],"is":[72,97,115,132],"determined":[73],"to":[74,122,137],"produce":[75,123],"pre-denoised":[77,102],"image":[78,127,136],"on":[80,100,134,145],"derived":[82],"relation":[83],"between":[84],"global":[86],"MSE":[88,96,121],"and":[89,104,128,150,157,174,177,196],"parameter.":[92],"Then,":[93],"pixel-wise":[95,112,120],"estimated":[98,125],"result":[103],"corresponding":[106],"noise.":[108],"Finally,":[109],"obtained":[116],"by":[117],"minimizing":[118],"restored":[126],"boosting":[130],"strategy":[131],"implemented":[133],"generate":[138],"final":[140],"denoised":[141],"result.":[142],"Extensive":[143],"simulations":[144],"standard":[147],"test":[148],"images":[149,152],"real":[151],"corrupted":[153],"Gaussian":[155],"noise":[156,159,172],"speckle":[158],"demonstrate":[160],"that":[161],"significantly":[165],"outperforms":[166],"some":[167],"compared":[168],"reduction":[173],"detail":[175],"preservation":[176],"can":[178],"provide":[179],"better":[180],"than":[183],"other":[184],"state-of-the-art":[185],"denoising":[186],"most":[189],"cases":[190],"terms":[192],"objective":[194],"metrics":[195],"human":[197],"vision.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
