{"id":"https://openalex.org/W3185247909","doi":"https://doi.org/10.1007/978-3-030-82427-3_7","title":"Independent Component Analysis for Noise and Artifact Removal in Three-Dimensional Polarized Light Imaging","display_name":"Independent Component Analysis for Noise and Artifact Removal in Three-Dimensional Polarized Light Imaging","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3185247909","doi":"https://doi.org/10.1007/978-3-030-82427-3_7","mag":"3185247909"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-82427-3_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-82427-3_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-82427-3_7.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-82427-3_7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034660882","display_name":"Kai Benning","orcid":"https://orcid.org/0000-0002-3085-5056"},"institutions":[{"id":"https://openalex.org/I167360494","display_name":"University of Wuppertal","ror":"https://ror.org/00613ak93","country_code":"DE","type":"education","lineage":["https://openalex.org/I167360494"]},{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kai Benning","raw_affiliation_strings":["Department of Physics, Bergische Universit\u00e4t Wuppertal, Gau\u00dfstra\u00dfe 20, 42119, Wuppertal, Germany","Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, 52425, J\u00fclich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Bergische Universit\u00e4t Wuppertal, Gau\u00dfstra\u00dfe 20, 42119, Wuppertal, Germany","institution_ids":["https://openalex.org/I167360494"]},{"raw_affiliation_string":"Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, 52425, J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071561743","display_name":"Miriam Menzel","orcid":"https://orcid.org/0000-0002-6042-7490"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Miriam Menzel","raw_affiliation_strings":["Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, 52425, J\u00fclich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, 52425, J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008220594","display_name":"Jan Reuter","orcid":"https://orcid.org/0000-0002-1219-0310"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Andr\u00e9 Reuter","raw_affiliation_strings":["Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, 52425, J\u00fclich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1219-0310","affiliations":[{"raw_affiliation_string":"Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, 52425, J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022945512","display_name":"Markus Axer","orcid":"https://orcid.org/0000-0001-5871-9331"},"institutions":[{"id":"https://openalex.org/I167360494","display_name":"University of Wuppertal","ror":"https://ror.org/00613ak93","country_code":"DE","type":"education","lineage":["https://openalex.org/I167360494"]},{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Axer","raw_affiliation_strings":["Department of Physics, Bergische Universit\u00e4t Wuppertal, Gau\u00dfstra\u00dfe 20, 42119, Wuppertal, Germany","Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, 52425, J\u00fclich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Bergische Universit\u00e4t Wuppertal, Gau\u00dfstra\u00dfe 20, 42119, Wuppertal, Germany","institution_ids":["https://openalex.org/I167360494"]},{"raw_affiliation_string":"Institute of Neuroscience and Medicine (INM-1), Forschungszentrum J\u00fclich, 52425, J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034660882"],"corresponding_institution_ids":["https://openalex.org/I167360494","https://openalex.org/I171892758"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.4589,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53865213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"90","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9958999752998352,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.7831124663352966},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6998012065887451},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6915457248687744},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.6476933360099792},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6453480124473572},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5469409227371216},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.532288134098053},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5132253170013428},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4624488651752472},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4322749674320221},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20422175526618958},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13266143202781677}],"concepts":[{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.7831124663352966},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6998012065887451},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6915457248687744},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.6476933360099792},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6453480124473572},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5469409227371216},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.532288134098053},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5132253170013428},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4624488651752472},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4322749674320221},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20422175526618958},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13266143202781677},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-82427-3_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-82427-3_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-82427-3_7.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-82427-3_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-82427-3_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-82427-3_7.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321752","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3185247909.pdf","grobid_xml":"https://content.openalex.org/works/W3185247909.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1483015246","https://openalex.org/W1964889520","https://openalex.org/W1995343013","https://openalex.org/W2001032894","https://openalex.org/W2007337338","https://openalex.org/W2031703351","https://openalex.org/W2059919683","https://openalex.org/W2091922539","https://openalex.org/W2092905247","https://openalex.org/W2105909330","https://openalex.org/W2108384452","https://openalex.org/W2116799974","https://openalex.org/W2120901754","https://openalex.org/W2123649031","https://openalex.org/W2141224535","https://openalex.org/W2169918686","https://openalex.org/W2230038246","https://openalex.org/W2294798173","https://openalex.org/W2883183514","https://openalex.org/W2898824151","https://openalex.org/W3014181422","https://openalex.org/W6606122382"],"related_works":["https://openalex.org/W4252230435","https://openalex.org/W2121429698","https://openalex.org/W2182042810","https://openalex.org/W55679925","https://openalex.org/W3080404860","https://openalex.org/W2046761971","https://openalex.org/W1720164552","https://openalex.org/W3144722888","https://openalex.org/W2025157091","https://openalex.org/W2046658851"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"recent":[2],"years,":[3],"Independent":[4],"Component":[5],"Analysis":[6],"(ICA)":[7],"has":[8],"successfully":[9],"been":[10],"applied":[11,73],"to":[12,51,56,77],"remove":[13],"noise":[14],"and":[15,84],"artifacts":[16],"in":[17],"images":[18,80],"obtained":[19],"from":[20,64,81],"Three-dimensional":[21],"Polarized":[22],"Light":[23],"Imaging":[24],"(3D-PLI)":[25],"at":[26],"the":[27,53,74],"mesoscale":[28],"(i.e.,":[29],"64":[30],"$$\\upmu":[31],"$$":[32],"<mml:math":[33],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\">":[34],"<mml:mi>\u03bc</mml:mi>":[35],"</mml:math>":[36],"m).":[37],"Here,":[38],"we":[39,72],"present":[40],"an":[41,65],"automatic":[42,66],"denoising":[43,75],"procedure":[44,76],"for":[45],"gray":[46,69],"matter":[47,70],"regions":[48],"that":[49],"allows":[50],"apply":[52],"ICA":[54],"also":[55],"microscopic":[57],"images,":[58],"with":[59],"reasonable":[60],"computational":[61],"effort.":[62],"Apart":[63],"segmentation":[67],"of":[68],"regions,":[71],"several":[78],"3D-PLI":[79],"a":[82,85],"rat":[83],"vervet":[86],"monkey":[87],"brain":[88],"section.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
