{"id":"https://openalex.org/W2990178124","doi":"https://doi.org/10.1007/978-3-030-58565-5_12","title":"Microscopy Image Restoration with Deep Wiener-Kolmogorov Filters","display_name":"Microscopy Image Restoration with Deep Wiener-Kolmogorov Filters","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2990178124","doi":"https://doi.org/10.1007/978-3-030-58565-5_12","mag":"2990178124"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58565-5_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58565-5_12","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1911.10989","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109428960","display_name":"Valeriya Pronina","orcid":null},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Valeriya Pronina","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Moscow, Russia","Skolkovo Institute of Science and Technology  Moscow Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skolkovo Institute of Science and Technology  Moscow Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068456312","display_name":"Filippos Kokkinos","orcid":"https://orcid.org/0000-0002-4449-6154"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Filippos Kokkinos","raw_affiliation_strings":["University College London, London, UK","Univ College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Univ College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031517308","display_name":"Dmitry V. Dylov","orcid":"https://orcid.org/0000-0003-2251-3221"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Dmitry V. Dylov","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Moscow, Russia","Skolkovo Institute of Science and Technology  Moscow Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skolkovo Institute of Science and Technology  Moscow Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060981307","display_name":"Stamatios Lefkimmiatis","orcid":"https://orcid.org/0000-0002-3813-4464"},"institutions":[{"id":"https://openalex.org/I4210102782","display_name":"Quantum Leap Healthcare Collaborative","ror":"https://ror.org/019504w35","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210102782"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stamatios Lefkimmiatis","raw_affiliation_strings":["Q.bio Inc., Redwood City, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Q.bio Inc., Redwood City, USA","institution_ids":["https://openalex.org/I4210102782"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3417,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61059004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"185","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9987000226974487,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/deblurring","display_name":"Deblurring","score":0.9519602656364441},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6366503238677979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.633721113204956},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5577561259269714},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.5509459376335144},{"id":"https://openalex.org/keywords/wiener-filter","display_name":"Wiener filter","score":0.548304557800293},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5470243096351624},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5278846025466919},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5160626769065857},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5040611028671265},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4886813461780548},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4879917502403259},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4512913227081299},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4267972409725189},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3836054503917694},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3767971396446228},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2936461567878723}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9519602656364441},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6366503238677979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.633721113204956},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5577561259269714},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5509459376335144},{"id":"https://openalex.org/C18537770","wikidata":"https://www.wikidata.org/wiki/Q25523","display_name":"Wiener filter","level":2,"score":0.548304557800293},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5470243096351624},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5278846025466919},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5160626769065857},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5040611028671265},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4886813461780548},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4879917502403259},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4512913227081299},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4267972409725189},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3836054503917694},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3767971396446228},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2936461567878723},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-58565-5_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58565-5_12","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:1911.10989","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1911.10989","pdf_url":"https://arxiv.org/pdf/1911.10989","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"doi:10.48550/arxiv.1911.10989","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1911.10989","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"},{"id":"mag:2990178124","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1911.10989","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1911.10989","pdf_url":"https://arxiv.org/pdf/1911.10989","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W36489998","https://openalex.org/W1481471836","https://openalex.org/W1497378981","https://openalex.org/W1510355813","https://openalex.org/W1975684805","https://openalex.org/W1978984085","https://openalex.org/W1982488519","https://openalex.org/W1984866494","https://openalex.org/W1994065888","https://openalex.org/W1997123714","https://openalex.org/W2006221457","https://openalex.org/W2009511046","https://openalex.org/W2010956112","https://openalex.org/W2020111712","https://openalex.org/W2021262032","https://openalex.org/W2048421618","https://openalex.org/W2069103631","https://openalex.org/W2088909704","https://openalex.org/W2097073572","https://openalex.org/W2098841537","https://openalex.org/W2100476607","https://openalex.org/W2103559027","https://openalex.org/W2121011070","https://openalex.org/W2121366584","https://openalex.org/W2124964692","https://openalex.org/W2130975789","https://openalex.org/W2133665775","https://openalex.org/W2136035751","https://openalex.org/W2147298660","https://openalex.org/W2154815154","https://openalex.org/W2170608748","https://openalex.org/W2283025061","https://openalex.org/W2399435716","https://openalex.org/W2474961627","https://openalex.org/W2483578755","https://openalex.org/W2502312327","https://openalex.org/W2552111036","https://openalex.org/W2562637781","https://openalex.org/W2568027424","https://openalex.org/W2613155248","https://openalex.org/W2663426746","https://openalex.org/W2755327666","https://openalex.org/W2765936439","https://openalex.org/W2776500869","https://openalex.org/W2893749448","https://openalex.org/W2895303488","https://openalex.org/W2921595853","https://openalex.org/W2962778775","https://openalex.org/W2963200935","https://openalex.org/W2963391718","https://openalex.org/W2963571608","https://openalex.org/W2963686971","https://openalex.org/W2964040059","https://openalex.org/W2964046397","https://openalex.org/W2964121744","https://openalex.org/W3015735662"],"related_works":["https://openalex.org/W3110399571","https://openalex.org/W3015323103","https://openalex.org/W3039703026","https://openalex.org/W2971807696","https://openalex.org/W2964236374","https://openalex.org/W2555186092","https://openalex.org/W3090412929","https://openalex.org/W3212228063","https://openalex.org/W2889978841","https://openalex.org/W3034504121","https://openalex.org/W2921595853","https://openalex.org/W2970244164","https://openalex.org/W3046798614","https://openalex.org/W2515697311","https://openalex.org/W2952762034","https://openalex.org/W3156456396","https://openalex.org/W3002405525","https://openalex.org/W3195061344","https://openalex.org/W2313131349","https://openalex.org/W3212716891"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}