{"id":"https://openalex.org/W1856345736","doi":"https://doi.org/10.1007/978-3-319-18461-6_16","title":"Regularization with Sparse Vector Fields: From Image Compression to TV-type Reconstruction","display_name":"Regularization with Sparse Vector Fields: From Image Compression to TV-type Reconstruction","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1856345736","doi":"https://doi.org/10.1007/978-3-319-18461-6_16","mag":"1856345736"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-18461-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-18461-6_16","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":"book-chapter","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/A5032332952","display_name":"Eva-Maria Brinkmann","orcid":"https://orcid.org/0000-0002-5479-020X"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eva-Maria Brinkmann","raw_affiliation_strings":["Institute for Computational and Applied Mathematics, Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, Einsteinstr. 62, 48149, M\u00fcnster, Germany","Westfalische Wilhelms-Universitat Munster;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computational and Applied Mathematics, Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, Einsteinstr. 62, 48149, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]},{"raw_affiliation_string":"Westfalische Wilhelms-Universitat Munster;","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069220813","display_name":"Martin Burger","orcid":"https://orcid.org/0000-0003-2619-2912"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Burger","raw_affiliation_strings":["Institute for Computational and Applied Mathematics, Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, Einsteinstr. 62, 48149, M\u00fcnster, Germany","Westfalische Wilhelms-Universitat Munster;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computational and Applied Mathematics, Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, Einsteinstr. 62, 48149, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]},{"raw_affiliation_string":"Westfalische Wilhelms-Universitat Munster;","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028775004","display_name":"Joana Sarah Grah","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]},{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Joana Grah","raw_affiliation_strings":["Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Centre for Mathematical Sciences, Wilberforce Road, Cambridge, CB3 0WA, UK","Institute for Computational and Applied Mathematics, Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, Einsteinstr. 62, 48149, M\u00fcnster, Germany","University of Cambridge, Centre for Mathematical Sciences","Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Centre for Mathematical Sciences, Wilberforce Road, Cambridge, CB3 0WA, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Institute for Computational and Applied Mathematics, Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, Einsteinstr. 62, 48149, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]},{"raw_affiliation_string":"University of Cambridge, Centre for Mathematical Sciences","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.6146,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91814265,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"191","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9965000152587891,"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":0.9948999881744385,"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/inpainting","display_name":"Inpainting","score":0.853024423122406},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6971780061721802},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6650558710098267},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.545910120010376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5293784141540527},{"id":"https://openalex.org/keywords/vector-field","display_name":"Vector field","score":0.4377850294113159},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4368076026439667},{"id":"https://openalex.org/keywords/laplace-operator","display_name":"Laplace operator","score":0.4351789355278015},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43511471152305603},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.42911583185195923},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.422261506319046},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4158180356025696},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.362835168838501},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2916329503059387},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2758515477180481}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.853024423122406},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6971780061721802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6650558710098267},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.545910120010376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5293784141540527},{"id":"https://openalex.org/C91188154","wikidata":"https://www.wikidata.org/wiki/Q186247","display_name":"Vector field","level":2,"score":0.4377850294113159},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4368076026439667},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.4351789355278015},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43511471152305603},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.42911583185195923},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.422261506319046},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4158180356025696},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.362835168838501},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2916329503059387},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2758515477180481},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-18461-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-18461-6_16","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W106740994","https://openalex.org/W207373900","https://openalex.org/W784519918","https://openalex.org/W1530140847","https://openalex.org/W1602798041","https://openalex.org/W1981112674","https://openalex.org/W1991789140","https://openalex.org/W2000594266","https://openalex.org/W2011181254","https://openalex.org/W2037981501","https://openalex.org/W2050872129","https://openalex.org/W2080385522","https://openalex.org/W2092663520","https://openalex.org/W2103559027","https://openalex.org/W2126621530","https://openalex.org/W2155447220","https://openalex.org/W2488917107","https://openalex.org/W2491337109","https://openalex.org/W2523352299","https://openalex.org/W2963684714","https://openalex.org/W3105402707"],"related_works":["https://openalex.org/W2380775572","https://openalex.org/W2213520135","https://openalex.org/W4242046654","https://openalex.org/W3174923100","https://openalex.org/W3134074939","https://openalex.org/W2117562399","https://openalex.org/W2244018504","https://openalex.org/W4298074124","https://openalex.org/W2003548600","https://openalex.org/W3214306048"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
