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Compressed sensing : theory and applications / / edited by Yonina C. Eldar, Gitta Kutyniok [[electronic resource]]
| Compressed sensing : theory and applications / / edited by Yonina C. Eldar, Gitta Kutyniok [[electronic resource]] |
| Pubbl/distr/stampa | Cambridge : , : Cambridge University Press, , 2012 |
| Descrizione fisica | 1 online resource (xii, 544 pages) : digital, PDF file(s) |
| Disciplina | 621.382/2 |
| Soggetto topico |
Signal processing
Wavelets (Mathematics) Compressed sensing (Telecommunication) |
| ISBN |
1-107-22736-4
1-280-77350-2 0-511-79430-4 9786613684271 1-139-33754-8 1-139-33999-0 1-139-34157-X 1-139-33841-2 1-139-33667-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | ; 1. Introduction to compressed sensing / Mark A. Davenport, Marco F. Duarte, Yonina C. Eldar, and Gitta Kutyniok -- ; 2. Second-generation sparse modeling : structured and collaborative signal analysis / Alexey Castrodad, Ignacio Ramirez, Guillermo Sapiro, Pablo Sprechmann, and Guoshen Yu -- ; 3. Xampling : compressed sensing of analog signals / Moshe Mishali and Yonina C. Eldar -- ; 4. Sampling at the rate of innovation : theory and applications / Jose Antonia Urigüen, Yonina C. Eldar, Pier Luigi Dragotta, and Zvika Ben-Haim -- ; 5. Introduction to the non-asymptotic analysis of random matrices / Roman Vershynin -- ; 6. Adaptive sensing for sparse recovery / Jarvis Haupt and Robert Nowak -- ; 7. Fundamental thresholds in compressed sensing : a high-dimensional geometry approach / Weiyu Xu and Babak Hassibi -- ; 8. Greedy algorithms for compressed sensing / Thomas Blumensath, Michael E. Davies, and Gabriel Rilling -- ; 9. Graphical models concepts in compressed sensing / Andrea Montanari -- ; 10. Finding needles in compressed haystacks / Robert Calderbank and Sina Jafarpour -- ; 11. Data separation by sparse representations / Gitta Kutyniok -- ; 12. Face recognition by sparse representation / Arvind Ganesh, Andrew Wagner, Zihan Zhou, Allen Y. Yang, Yi Ma, and John Wright. |
| Record Nr. | UNINA-9910462405003321 |
| Cambridge : , : Cambridge University Press, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Compressed sensing : theory and applications / / edited by Yonina C. Eldar, Gitta Kutyniok [[electronic resource]]
| Compressed sensing : theory and applications / / edited by Yonina C. Eldar, Gitta Kutyniok [[electronic resource]] |
| Pubbl/distr/stampa | Cambridge : , : Cambridge University Press, , 2012 |
| Descrizione fisica | 1 online resource (xii, 544 pages) : digital, PDF file(s) |
| Disciplina | 621.382/2 |
| Soggetto topico |
Signal processing
Wavelets (Mathematics) Compressed sensing (Telecommunication) |
| ISBN |
1-107-22736-4
1-280-77350-2 0-511-79430-4 9786613684271 1-139-33754-8 1-139-33999-0 1-139-34157-X 1-139-33841-2 1-139-33667-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | ; 1. Introduction to compressed sensing / Mark A. Davenport, Marco F. Duarte, Yonina C. Eldar, and Gitta Kutyniok -- ; 2. Second-generation sparse modeling : structured and collaborative signal analysis / Alexey Castrodad, Ignacio Ramirez, Guillermo Sapiro, Pablo Sprechmann, and Guoshen Yu -- ; 3. Xampling : compressed sensing of analog signals / Moshe Mishali and Yonina C. Eldar -- ; 4. Sampling at the rate of innovation : theory and applications / Jose Antonia Urigüen, Yonina C. Eldar, Pier Luigi Dragotta, and Zvika Ben-Haim -- ; 5. Introduction to the non-asymptotic analysis of random matrices / Roman Vershynin -- ; 6. Adaptive sensing for sparse recovery / Jarvis Haupt and Robert Nowak -- ; 7. Fundamental thresholds in compressed sensing : a high-dimensional geometry approach / Weiyu Xu and Babak Hassibi -- ; 8. Greedy algorithms for compressed sensing / Thomas Blumensath, Michael E. Davies, and Gabriel Rilling -- ; 9. Graphical models concepts in compressed sensing / Andrea Montanari -- ; 10. Finding needles in compressed haystacks / Robert Calderbank and Sina Jafarpour -- ; 11. Data separation by sparse representations / Gitta Kutyniok -- ; 12. Face recognition by sparse representation / Arvind Ganesh, Andrew Wagner, Zihan Zhou, Allen Y. Yang, Yi Ma, and John Wright. |
| Record Nr. | UNINA-9910790352603321 |
| Cambridge : , : Cambridge University Press, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Compressed Sensing and Its Applications : Third International MATHEON Conference 2017 / / edited by Holger Boche, Giuseppe Caire, Robert Calderbank, Gitta Kutyniok, Rudolf Mathar, Philipp Petersen
| Compressed Sensing and Its Applications : Third International MATHEON Conference 2017 / / edited by Holger Boche, Giuseppe Caire, Robert Calderbank, Gitta Kutyniok, Rudolf Mathar, Philipp Petersen |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2019 |
| Descrizione fisica | 1 online resource (305 pages) |
| Disciplina | 621.38220151 |
| Collana | Applied and Numerical Harmonic Analysis |
| Soggetto topico |
Information theory
Fourier analysis Computer science—Mathematics Computer mathematics Machine learning Signal processing Image processing Speech processing systems Information and Communication, Circuits Fourier Analysis Mathematical Applications in Computer Science Machine Learning Signal, Image and Speech Processing |
| ISBN | 3-319-73074-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | An Introduction to Compressed Sensing -- Quantized Compressed Sensing: a Survey -- On reconstructing functions from binary measurements -- Classification scheme for binary data with extensions -- Generalization Error in Deep Learning -- Deep learning for trivial inverse problems -- Oracle inequalities for local and global empirical risk minimizers -- Median-Truncated Gradient Descent: A Robust and Scalable Nonconvex Approach for Signal Estimation -- Reconstruction Methods in THz Single-pixel Imaging. |
| Record Nr. | UNINA-9910349322703321 |
| Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Compressed Sensing and its Applications : Second International MATHEON Conference 2015 / / edited by Holger Boche, Giuseppe Caire, Robert Calderbank, Maximilian März, Gitta Kutyniok, Rudolf Mathar
| Compressed Sensing and its Applications : Second International MATHEON Conference 2015 / / edited by Holger Boche, Giuseppe Caire, Robert Calderbank, Maximilian März, Gitta Kutyniok, Rudolf Mathar |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2017 |
| Descrizione fisica | 1 online resource (XIX, 388 p. 77 illus., 57 illus. in color.) |
| Disciplina | 006.6 |
| Collana | Applied and Numerical Harmonic Analysis |
| Soggetto topico |
Information theory
Numerical analysis Signal processing Image processing Speech processing systems Coding theory Matrix theory Algebra Computer mathematics Information and Communication, Circuits Numerical Analysis Signal, Image and Speech Processing Coding and Information Theory Linear and Multilinear Algebras, Matrix Theory Computational Science and Engineering |
| ISBN | 3-319-69802-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- On the Global-Local Dichotomy in Sparsity Modeling, Batenkov, Romano, Elad -- Fourier Phase Retrieval: Uniqueness and Algorithms, Bendory, Beinert, Eldar -- Compressed Sensing Approaches for Polynomial Approximation of High-Dimensional Functions, Adcock, Brugiapaglia, Webster -- Multisection in the Stochastic Block Model using Semidefinite Programming, Agarwal, Bandeira, Koiliaris, Kolla -- Recovering Signals with Unknown Sparsity in Multiple Dictionaries, Ahmad, Schniter -- Compressive Classification and the Rare Eclipse Problem, Bandeira, Mixon, Recht -- Weak Phase Retrieval, Bothelo-Andrade, Casazza, Ghoreishi, Jose, Tremain -- Cubatures on Grassmannians: Moments, Dimension Reduction, and Related Topics, Breger, Ehler, Gräf, Peter -- A Randomized Tensor Train Singular Value Decomposition, Huber, Schneider, Wolf -- Versatile and Scalable Cosparse Methods for Phsyics-driven Inverse Problems, Kitić, Bensiad, Albera, Bertin, Gribonval -- Total Variation Minimization in Compressed Sensing, Felix Krahmer, Kruschel, Sandbichler -- Compressed Sensing in Hilbert Spaces, Traonmilin, Puy, Gribonval, Davies. |
| Record Nr. | UNINA-9910255455903321 |
| Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Compressed Sensing and its Applications : MATHEON Workshop 2013 / / edited by Holger Boche, Robert Calderbank, Gitta Kutyniok, Jan Vybíral
| Compressed Sensing and its Applications : MATHEON Workshop 2013 / / edited by Holger Boche, Robert Calderbank, Gitta Kutyniok, Jan Vybíral |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2015 |
| Descrizione fisica | 1 online resource (475 p.) |
| Disciplina | 621.38220151 |
| Collana | Applied and Numerical Harmonic Analysis |
| Soggetto topico |
Information theory
Signal processing Image processing Speech processing systems Coding theory Numerical analysis Matrix theory Algebra Computer mathematics Information and Communication, Circuits Signal, Image and Speech Processing Coding and Information Theory Numerical Analysis Linear and Multilinear Algebras, Matrix Theory Computational Science and Engineering |
| ISBN | 3-319-16042-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Survey on Compressed Sensing -- Temporal compressive sensing for video -- Compressed Sensing, Sparse Inversion, and Model Mismatch -- Recovering Structured Signals in Noise: Least-Squares Meets Compressed Sensing -- The Quest for Optimal Sampling: Computationally Efficient, Structure-exploiting Measurements for Compressed Sensing -- Compressive Sensing in Acoustic Imaging -- Quantization and Compressive Sensing -- Compressive Gaussian Mixture Estimation -- Two Algorithms for Compressed Sensing of Sparse Tensors -- Sparse Model Uncertainties in Compressed Sensing with Application to Convolutions and Sporadic Communication -- Cosparsity in Compressed Sensing -- Structured Sparsity: Discrete and Convex Approaches -- Explicit Matrices with the Restricted Isometry Property: Breaking the Square-Root Bottleneck -- Tensor Completion in Hierarchical Tensor Representations -- Compressive Classification: Where Wireless Communications Meets Machine Learning. |
| Record Nr. | UNINA-9910299783403321 |
| Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Compressed sensing in information processing / / Gitta Kutyniok, Holger Rauhut, Robert J. Kunsch, editors
| Compressed sensing in information processing / / Gitta Kutyniok, Holger Rauhut, Robert J. Kunsch, editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Birkhäuser, , [2022] |
| Descrizione fisica | 1 online resource (549 pages) |
| Disciplina | 621.3678 |
| Collana | Applied and numerical harmonic analysis |
| Soggetto topico |
Compressed sensing (Telecommunication)
Information theory Neural networks (Computer science) - Design and construction Telecomunicació Teoria de la informació Xarxes neuronals (Informàtica) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-09745-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910619276503321 |
| Cham, Switzerland : , : Birkhäuser, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Compressed sensing in information processing / / Gitta Kutyniok, Holger Rauhut, Robert J. Kunsch, editors
| Compressed sensing in information processing / / Gitta Kutyniok, Holger Rauhut, Robert J. Kunsch, editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Birkhäuser, , [2022] |
| Descrizione fisica | 1 online resource (549 pages) |
| Disciplina | 621.3678 |
| Collana | Applied and numerical harmonic analysis |
| Soggetto topico |
Compressed sensing (Telecommunication)
Information theory Neural networks (Computer science) - Design and construction Telecomunicació Teoria de la informació Xarxes neuronals (Informàtica) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-09745-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996495169003316 |
| Cham, Switzerland : , : Birkhäuser, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Finite frames : theory and applications / / Peter G. Casazza, Gitta Kutyniok, editors
| Finite frames : theory and applications / / Peter G. Casazza, Gitta Kutyniok, editors |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | [New York], : Birkhauser, c2013 |
| Descrizione fisica | 1 online resource (491 p.) |
| Disciplina | 515.733 |
| Altri autori (Persone) |
CasazzaPeter G
KutyniokGitta |
| Collana | Applied and numerical harmonic analysis |
| Soggetto topico | Frames (Vector analysis) |
| ISBN |
1-283-62171-1
9786613934161 0-8176-8373-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Constructing Finite Frames with a Given Spectrum.-Spanning and Independence Properties of Finite.-Alegebraic Geometry and Finite Frames -- Group Frames -- Gabor Framses in Finite Dimensions -- Frames as Codes -- Quantization and Finite Frames -- Finite Frames for Sparse Signal Processing -- Finite Frames and Filter Banks -- Finite Frame theory in Pure Mathematics -- Probabilitstic Frames -- Fusion Frames. |
| Record Nr. | UNINA-9910438154903321 |
| [New York], : Birkhauser, c2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||