Sparse image and signal processing :: wavelets, curvelets, morphological diversity /
"Presenting the state of the art in sparse and multiscale image and signal processing, this book weds theory and practice to examine their applications in a diverse range of fields"--Provided by publisher
Gespeichert in:
1. Verfasser: | |
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Weitere Verfasser: | , |
Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Cambridge ; New York :
Cambridge University Press,
©2010.
|
Schriftenreihe: | Cambridge books online.
|
Schlagworte: | |
Online-Zugang: | Volltext |
Zusammenfassung: | "Presenting the state of the art in sparse and multiscale image and signal processing, this book weds theory and practice to examine their applications in a diverse range of fields"--Provided by publisher "This book presents the state of the art in sparse and multiscale image and signal processing, covering linear multiscale transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Recent concepts of sparsity and morphological diversity are described and exploited for various problems such as denoising, inverse problem regularization, sparse signal decomposition, blind source separation, and compressed sensing. This book weds theory and practice in examining applications in areas such as astronomy, biology, physics, digital media, and forensics. A final chapter explores a paradigm shift in signal processing, showing that previous limits to information sampling and extraction can be overcome in very significant ways. Matlab and IDL code accompany these methods and applications to reproduce the experiments and illustrate the reasoning and methodology of the research available for download at the associated Web site"--Provided by publisher |
Beschreibung: | 1 online resource (xvii, 316 pages, 16 unnumbered pages of plates) : illustrations (some color) |
Bibliographie: | Includes bibliographical references and index. |
ISBN: | 9780511726538 0511726538 9780511729829 0511729820 9780511730344 0511730349 9786612630453 6612630450 1107203430 9781107203433 1139635557 9781139635554 1282630458 9781282630451 0511728875 9780511728877 0511727925 9780511727924 0511725116 9780511725111 |
Internformat
MARC
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520 | |a "Presenting the state of the art in sparse and multiscale image and signal processing, this book weds theory and practice to examine their applications in a diverse range of fields"--Provided by publisher | ||
520 | |a "This book presents the state of the art in sparse and multiscale image and signal processing, covering linear multiscale transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Recent concepts of sparsity and morphological diversity are described and exploited for various problems such as denoising, inverse problem regularization, sparse signal decomposition, blind source separation, and compressed sensing. This book weds theory and practice in examining applications in areas such as astronomy, biology, physics, digital media, and forensics. A final chapter explores a paradigm shift in signal processing, showing that previous limits to information sampling and extraction can be overcome in very significant ways. Matlab and IDL code accompany these methods and applications to reproduce the experiments and illustrate the reasoning and methodology of the research available for download at the associated Web site"--Provided by publisher | ||
504 | |a Includes bibliographical references and index. | ||
505 | 0 | |a Introduction to the world of sparsity -- The wavelet transform -- Redundant wavelet transform -- Nonlinear multiscale transforms -- The ridgelet and curvelet transforms -- Sparsity and noise removal -- Linear inverse problems -- Morphological diversity -- Sparse blind source separation -- Multiscale geometric analysis on the sphere -- Compressed sensing. | |
588 | 0 | |a Print version record. | |
546 | |a English. | ||
650 | 0 | |a Transformations (Mathematics) |0 http://id.loc.gov/authorities/subjects/sh85136920 | |
650 | 0 | |a Signal processing. |0 http://id.loc.gov/authorities/subjects/sh85122397 | |
650 | 0 | |a Image processing. |0 http://id.loc.gov/authorities/subjects/sh85064446 | |
650 | 0 | |a Sparse matrices. |0 http://id.loc.gov/authorities/subjects/sh85126327 | |
650 | 0 | |a Wavelets (Mathematics) |0 http://id.loc.gov/authorities/subjects/sh91006163 | |
650 | 6 | |a Traitement du signal. | |
650 | 6 | |a Traitement d'images. | |
650 | 6 | |a Matrices éparses. | |
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Datensatz im Suchindex
DE-BY-FWS_katkey | ZDB-4-EBA-ocn642838934 |
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adam_text | |
any_adam_object | |
author | Starck, J.-L. (Jean-Luc), 1965- |
author2 | Murtagh, Fionn Fadili, Jalal M., 1973- |
author2_role | |
author2_variant | f m fm j m f jm jmf |
author_GND | http://id.loc.gov/authorities/names/n97050365 http://id.loc.gov/authorities/names/n85310920 http://id.loc.gov/authorities/names/n2009072006 |
author_facet | Starck, J.-L. (Jean-Luc), 1965- Murtagh, Fionn Fadili, Jalal M., 1973- |
author_role | |
author_sort | Starck, J.-L. 1965- |
author_variant | j l s jls |
building | Verbundindex |
bvnumber | localFWS |
callnumber-first | Q - Science |
callnumber-label | QA601 |
callnumber-raw | QA601 .S785 2010eb |
callnumber-search | QA601 .S785 2010eb |
callnumber-sort | QA 3601 S785 42010EB |
callnumber-subject | QA - Mathematics |
collection | ZDB-4-EBA |
contents | Introduction to the world of sparsity -- The wavelet transform -- Redundant wavelet transform -- Nonlinear multiscale transforms -- The ridgelet and curvelet transforms -- Sparsity and noise removal -- Linear inverse problems -- Morphological diversity -- Sparse blind source separation -- Multiscale geometric analysis on the sphere -- Compressed sensing. |
ctrlnum | (OCoLC)642838934 |
dewey-full | 621.36/7 |
dewey-hundreds | 600 - Technology (Applied sciences) |
dewey-ones | 621 - Applied physics |
dewey-raw | 621.36/7 |
dewey-search | 621.36/7 |
dewey-sort | 3621.36 17 |
dewey-tens | 620 - Engineering and allied operations |
discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
format | Electronic eBook |
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genre | Electronic books. |
genre_facet | Electronic books. |
id | ZDB-4-EBA-ocn642838934 |
illustrated | Illustrated |
indexdate | 2024-11-27T13:17:15Z |
institution | BVB |
isbn | 9780511726538 0511726538 9780511729829 0511729820 9780511730344 0511730349 9786612630453 6612630450 1107203430 9781107203433 1139635557 9781139635554 1282630458 9781282630451 0511728875 9780511728877 0511727925 9780511727924 0511725116 9780511725111 |
language | English |
oclc_num | 642838934 |
open_access_boolean | |
owner | MAIN DE-863 DE-BY-FWS |
owner_facet | MAIN DE-863 DE-BY-FWS |
physical | 1 online resource (xvii, 316 pages, 16 unnumbered pages of plates) : illustrations (some color) |
psigel | ZDB-4-EBA |
publishDate | 2010 |
publishDateSearch | 2010 |
publishDateSort | 2010 |
publisher | Cambridge University Press, |
record_format | marc |
series | Cambridge books online. |
spelling | Starck, J.-L. (Jean-Luc), 1965- https://id.oclc.org/worldcat/entity/E39PBJhCJ43MPR9ddW6tXMDpfq http://id.loc.gov/authorities/names/n97050365 Sparse image and signal processing : wavelets, curvelets, morphological diversity / Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili. Cambridge ; New York : Cambridge University Press, ©2010. 1 online resource (xvii, 316 pages, 16 unnumbered pages of plates) : illustrations (some color) text txt rdacontent computer c rdamedia online resource cr rdacarrier "Presenting the state of the art in sparse and multiscale image and signal processing, this book weds theory and practice to examine their applications in a diverse range of fields"--Provided by publisher "This book presents the state of the art in sparse and multiscale image and signal processing, covering linear multiscale transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Recent concepts of sparsity and morphological diversity are described and exploited for various problems such as denoising, inverse problem regularization, sparse signal decomposition, blind source separation, and compressed sensing. This book weds theory and practice in examining applications in areas such as astronomy, biology, physics, digital media, and forensics. A final chapter explores a paradigm shift in signal processing, showing that previous limits to information sampling and extraction can be overcome in very significant ways. Matlab and IDL code accompany these methods and applications to reproduce the experiments and illustrate the reasoning and methodology of the research available for download at the associated Web site"--Provided by publisher Includes bibliographical references and index. Introduction to the world of sparsity -- The wavelet transform -- Redundant wavelet transform -- Nonlinear multiscale transforms -- The ridgelet and curvelet transforms -- Sparsity and noise removal -- Linear inverse problems -- Morphological diversity -- Sparse blind source separation -- Multiscale geometric analysis on the sphere -- Compressed sensing. Print version record. English. Transformations (Mathematics) http://id.loc.gov/authorities/subjects/sh85136920 Signal processing. http://id.loc.gov/authorities/subjects/sh85122397 Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Sparse matrices. http://id.loc.gov/authorities/subjects/sh85126327 Wavelets (Mathematics) http://id.loc.gov/authorities/subjects/sh91006163 Traitement du signal. Traitement d'images. Matrices éparses. Ondelettes. image processing. aat TECHNOLOGY & ENGINEERING Imaging Systems. bisacsh Image processing fast Signal processing fast Sparse matrices fast Transformations (Mathematics) fast Wavelets (Mathematics) fast Nachrichtenübertragungstechnik gnd http://d-nb.info/gnd/4139364-8 Bildübertragung gnd http://d-nb.info/gnd/4145457-1 Wavelet gnd Electronic books. Murtagh, Fionn. http://id.loc.gov/authorities/names/n85310920 Fadili, Jalal M., 1973- https://id.oclc.org/worldcat/entity/E39PBJgMFGhp4WgmbDk83MPxXd http://id.loc.gov/authorities/names/n2009072006 Print version: Starck, J.-L (Jean-Luc), 1965- Sparse image and signal processing. Cambridge ; New York : Cambridge University Press, 2010 9780521119139 (DLC) 2009047391 (OCoLC)471237449 Cambridge books online. FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=320396 Volltext |
spellingShingle | Starck, J.-L. (Jean-Luc), 1965- Sparse image and signal processing : wavelets, curvelets, morphological diversity / Cambridge books online. Introduction to the world of sparsity -- The wavelet transform -- Redundant wavelet transform -- Nonlinear multiscale transforms -- The ridgelet and curvelet transforms -- Sparsity and noise removal -- Linear inverse problems -- Morphological diversity -- Sparse blind source separation -- Multiscale geometric analysis on the sphere -- Compressed sensing. Transformations (Mathematics) http://id.loc.gov/authorities/subjects/sh85136920 Signal processing. http://id.loc.gov/authorities/subjects/sh85122397 Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Sparse matrices. http://id.loc.gov/authorities/subjects/sh85126327 Wavelets (Mathematics) http://id.loc.gov/authorities/subjects/sh91006163 Traitement du signal. Traitement d'images. Matrices éparses. Ondelettes. image processing. aat TECHNOLOGY & ENGINEERING Imaging Systems. bisacsh Image processing fast Signal processing fast Sparse matrices fast Transformations (Mathematics) fast Wavelets (Mathematics) fast Nachrichtenübertragungstechnik gnd http://d-nb.info/gnd/4139364-8 Bildübertragung gnd http://d-nb.info/gnd/4145457-1 Wavelet gnd |
subject_GND | http://id.loc.gov/authorities/subjects/sh85136920 http://id.loc.gov/authorities/subjects/sh85122397 http://id.loc.gov/authorities/subjects/sh85064446 http://id.loc.gov/authorities/subjects/sh85126327 http://id.loc.gov/authorities/subjects/sh91006163 http://d-nb.info/gnd/4139364-8 http://d-nb.info/gnd/4145457-1 |
title | Sparse image and signal processing : wavelets, curvelets, morphological diversity / |
title_auth | Sparse image and signal processing : wavelets, curvelets, morphological diversity / |
title_exact_search | Sparse image and signal processing : wavelets, curvelets, morphological diversity / |
title_full | Sparse image and signal processing : wavelets, curvelets, morphological diversity / Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili. |
title_fullStr | Sparse image and signal processing : wavelets, curvelets, morphological diversity / Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili. |
title_full_unstemmed | Sparse image and signal processing : wavelets, curvelets, morphological diversity / Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili. |
title_short | Sparse image and signal processing : |
title_sort | sparse image and signal processing wavelets curvelets morphological diversity |
title_sub | wavelets, curvelets, morphological diversity / |
topic | Transformations (Mathematics) http://id.loc.gov/authorities/subjects/sh85136920 Signal processing. http://id.loc.gov/authorities/subjects/sh85122397 Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Sparse matrices. http://id.loc.gov/authorities/subjects/sh85126327 Wavelets (Mathematics) http://id.loc.gov/authorities/subjects/sh91006163 Traitement du signal. Traitement d'images. Matrices éparses. Ondelettes. image processing. aat TECHNOLOGY & ENGINEERING Imaging Systems. bisacsh Image processing fast Signal processing fast Sparse matrices fast Transformations (Mathematics) fast Wavelets (Mathematics) fast Nachrichtenübertragungstechnik gnd http://d-nb.info/gnd/4139364-8 Bildübertragung gnd http://d-nb.info/gnd/4145457-1 Wavelet gnd |
topic_facet | Transformations (Mathematics) Signal processing. Image processing. Sparse matrices. Wavelets (Mathematics) Traitement du signal. Traitement d'images. Matrices éparses. Ondelettes. image processing. TECHNOLOGY & ENGINEERING Imaging Systems. Image processing Signal processing Sparse matrices Nachrichtenübertragungstechnik Bildübertragung Wavelet Electronic books. |
url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=320396 |
work_keys_str_mv | AT starckjl sparseimageandsignalprocessingwaveletscurveletsmorphologicaldiversity AT murtaghfionn sparseimageandsignalprocessingwaveletscurveletsmorphologicaldiversity AT fadilijalalm sparseimageandsignalprocessingwaveletscurveletsmorphologicaldiversity |