{"id":"https://openalex.org/W2106533230","doi":"https://doi.org/10.1016/s0893-6080(02)00081-3","title":"Image denoising using self-organizing map-based nonlinear independent component analysis","display_name":"Image denoising using self-organizing map-based nonlinear independent component analysis","publication_year":2002,"publication_date":"2002-10-01","ids":{"openalex":"https://openalex.org/W2106533230","doi":"https://doi.org/10.1016/s0893-6080(02)00081-3","mag":"2106533230","pmid":"https://pubmed.ncbi.nlm.nih.gov/12416696"},"language":"en","primary_location":{"id":"doi:10.1016/s0893-6080(02)00081-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0893-6080(02)00081-3","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Image_denoising_using_self-organizing_map-based_nonlinear_independent_component_analysis/24409018","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029255907","display_name":"Michel Haritopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Michel Haritopoulos","raw_affiliation_strings":["Department of Electrical Engineering and Electronics, UMIST, Manchester, UK. michelh@swift.ee.umist.ac.uk","Department of Electrical Engineering & Electronics, UMIST, P.O. Box 88, Manchester M60 1QD, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Electronics, UMIST, Manchester, UK. michelh@swift.ee.umist.ac.uk","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Department of Electrical Engineering & Electronics, UMIST, P.O. Box 88, Manchester M60 1QD, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055149475","display_name":"Hujun Yin","orcid":"https://orcid.org/0000-0002-9198-5401"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hujun Yin","raw_affiliation_strings":["Department of Electrical Engineering and Electronics, UMIST, P.O. Box 88, Manchester M60 1QD, UK","Department of Electrical Engineering & Electronics, UMIST, P.O. Box 88, Manchester M60 1QD, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Electronics, UMIST, P.O. Box 88, Manchester M60 1QD, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Department of Electrical Engineering & Electronics, UMIST, P.O. Box 88, Manchester M60 1QD, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089893784","display_name":"N.M. Allinson","orcid":"https://orcid.org/0000-0002-4775-8332"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nigel M. Allinson","raw_affiliation_strings":["Department of Electrical Engineering and Electronics, UMIST, P.O. Box 88, Manchester M60 1QD, UK","Department of Electrical Engineering & Electronics, UMIST, P.O. Box 88, Manchester M60 1QD, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Electronics, UMIST, P.O. Box 88, Manchester M60 1QD, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Department of Electrical Engineering & Electronics, UMIST, P.O. Box 88, Manchester M60 1QD, UK","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029255907"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":3.7625,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.94146825,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":"8-9","first_page":"1085","last_page":"1098"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.8681696653366089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6970523595809937},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6568511128425598},{"id":"https://openalex.org/keywords/multiplicative-noise","display_name":"Multiplicative noise","score":0.6513828039169312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6142455339431763},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6018415093421936},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6017633676528931},{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.6008996367454529},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5318016409873962},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.527818500995636},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4703060984611511},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4534284770488739},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.45157402753829956},{"id":"https://openalex.org/keywords/component-analysis","display_name":"Component analysis","score":0.43500733375549316},{"id":"https://openalex.org/keywords/multiplicative-function","display_name":"Multiplicative function","score":0.4279193878173828},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41169238090515137},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22343134880065918},{"id":"https://openalex.org/keywords/analog-signal","display_name":"Analog signal","score":0.07568356394767761},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.055334657430648804}],"concepts":[{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.8681696653366089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6970523595809937},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6568511128425598},{"id":"https://openalex.org/C18015164","wikidata":"https://www.wikidata.org/wiki/Q6935000","display_name":"Multiplicative noise","level":5,"score":0.6513828039169312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6142455339431763},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6018415093421936},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6017633676528931},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.6008996367454529},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5318016409873962},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.527818500995636},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4703060984611511},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4534284770488739},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.45157402753829956},{"id":"https://openalex.org/C2780692498","wikidata":"https://www.wikidata.org/wiki/Q16950721","display_name":"Component analysis","level":2,"score":0.43500733375549316},{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.4279193878173828},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41169238090515137},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22343134880065918},{"id":"https://openalex.org/C13412647","wikidata":"https://www.wikidata.org/wiki/Q174948","display_name":"Analog signal","level":3,"score":0.07568356394767761},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.055334657430648804},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C131021393","wikidata":"https://www.wikidata.org/wiki/Q7512759","display_name":"Signal transfer function","level":4,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1016/s0893-6080(02)00081-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0893-6080(02)00081-3","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},{"id":"pmid:12416696","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/12416696","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural networks : the official journal of the International Neural Network Society","raw_type":null},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/1cb3f834-c9f6-4e00-8c0d-e976a986e267","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/1cb3f834-c9f6-4e00-8c0d-e976a986e267","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Haritopoulos, M, Yin, H & Allinson, N M 2002, 'Image denoising using self-organizing map-based nonlinear independent component analysis', Neural Networks, vol. 15, no. 8-9, pp. 1085-1098. https://doi.org/10.1016/S0893-6080(02)00081-3","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:figshare.com:article/24409018","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Image_denoising_using_self-organizing_map-based_nonlinear_independent_component_analysis/24409018","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/24409018","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Image_denoising_using_self-organizing_map-based_nonlinear_independent_component_analysis/24409018","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.550000011920929,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W82909698","https://openalex.org/W102040582","https://openalex.org/W123284734","https://openalex.org/W147723833","https://openalex.org/W191129667","https://openalex.org/W207849497","https://openalex.org/W821844237","https://openalex.org/W1490085701","https://openalex.org/W1500848630","https://openalex.org/W1502307930","https://openalex.org/W1548802052","https://openalex.org/W1570167950","https://openalex.org/W1606043801","https://openalex.org/W1679913846","https://openalex.org/W1948800582","https://openalex.org/W2009546649","https://openalex.org/W2012762214","https://openalex.org/W2065642262","https://openalex.org/W2085258673","https://openalex.org/W2086726221","https://openalex.org/W2088032561","https://openalex.org/W2088881802","https://openalex.org/W2099741732","https://openalex.org/W2101185247","https://openalex.org/W2105732805","https://openalex.org/W2108384452","https://openalex.org/W2108995755","https://openalex.org/W2123649031","https://openalex.org/W2124757684","https://openalex.org/W2124776405","https://openalex.org/W2125134203","https://openalex.org/W2125389034","https://openalex.org/W2131408671","https://openalex.org/W2132984323","https://openalex.org/W2139896607","https://openalex.org/W2140095548","https://openalex.org/W2146871592","https://openalex.org/W2147573997","https://openalex.org/W2153302588","https://openalex.org/W2248478808","https://openalex.org/W3023411394","https://openalex.org/W4237222446","https://openalex.org/W6636423508","https://openalex.org/W6640620333","https://openalex.org/W6676014314","https://openalex.org/W6682531405","https://openalex.org/W7038667146","https://openalex.org/W7057166644"],"related_works":["https://openalex.org/W2370924545","https://openalex.org/W3112853371","https://openalex.org/W2393502243","https://openalex.org/W2361066326","https://openalex.org/W1967276093","https://openalex.org/W2182042810","https://openalex.org/W2392226497","https://openalex.org/W2093508283","https://openalex.org/W4288804231","https://openalex.org/W2102433260"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2025-10-10T00:00:00"}
