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2010, ISBN 9780521119139, Volume 9780521119139, xvii, 316 p., [16] p. of plates
"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... 
Signal processing | Transformations (Mathematics) | Wavelets (Mathematics) | Image processing | Sparse matrices | Image Processing | Computer Science
Book
10/2015, Second edition., ISBN 9781107088061
This thoroughly updated new edition presents state of the art sparse and multiscale image and signal processing. It covers linear multiscale geometric... 
Signal processing | Transformations (Mathematics) | Wavelets (Mathematics) | Image processing | Compressed sensing (Telecommunication) | Sparse matrices
eBook
Applied and computational harmonic analysis, ISSN 1063-5203, 11/2013, Volume 35, Issue 3, pp. 433 - 451
Journal Article
2010, ISBN 0521119138
"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... 
Image processing | Compressed sensing (Telecommunication) | Signal processing | Transformations (Mathematics) | Wavelets (Mathematics) | Sparse matrices
Web Resource
Journal Article
by Rafii-Tabar, H and Sanns, Werner and Tkačik, Gašper and Bialek, William and Worsch, Thomas and Sutner, Klaus and Hanson, James E and Ceccherini‐Silberstein, Tullio and Coornaert, Michel and Margenstern, Maurice and Kutrib, Martin and Alonso-Sanz, Ramón and Kier, Lemont B and Seybold, Paul G and Chopard, Bastien and Bays, Carter and Durand-Lose, Jérôme and Hatzikirou, Haralambos and Breier, Georg and Deutsch, Andreas and Teuscher, Christof and Osipenko, George and Shore, Steven N and Buzzi, Jérôme and Cervelle, Julien and Dennunzio, Alberto and Formenti, Enrico and Dorfman, J. Robert and Bertoni, Andrea and Kawski, Matthias and Batty, Michael and Rosenzweig, Cynthia and Tol, Richard S. J and Grassl, Hartmut and Grassl, Hartmut and Kawamura, Kazuhiko and Browne, Will and Tang, Lei-Han and Fortunato, Santo and Castellano, Claudio and Jorgensen, Palle E. T and Song, Myung-Sin and Kerner, Boris S and Huang, Sui and Kauffman, Stuart A and Lee, William H. K and Dixon, Warren E and Stephens, David A and Canright, Geoffrey and Batagelj, Vladimir and Jeldtoft Jensen, Henrik and Karlsson, Anette M and Adeoye, Mosobalaje O and Bonchev, Danail and Joe, Yong S and Kokalj, Anton and Mac Namee, Brian and Gorecki, Jerzy and Gorecka, Joanna Natalia and Rand, Darren and Steiglitz, Ken and Hughes, Barry D and Seth, Anil K and Edelman, Gerald M and Balberg, Isaac and Walker, Ian D and Green, Keith E and Alabau‐Boussouira, Fatiha and Cannarsa, Piermarco and Serrano, Roberto and Wako, Jun and Muto, Shigeo and Ras, Zbigniew W and Dardzinska, Agnieszka and Kelso, James A. S and Piwowar, Michael S and Forges, Françoise and Coniglio, Antonio and Fierro, Annalisa and Yulmetyev, Renat M and Hänggi, Peter and Ungarelli, Carlo and Achúcarro, Ana and Martins, Carlos J. A. P and Koster, Maurice and Lohman, Rowena and Barry, Roger G and Fadili, Jalal and Starck, Jean-Luc and Risler, Thomas
ISBN 0387758887
Book Chapter
Statistica Sinica, ISSN 1017-0405, 4/2013, Volume 23, Issue 2, pp. 809 - 828
In this paper, we investigate and give a closed-form expression of the degrees of freedom (dof) of penalized ℓ1 minimization (also known as the Lasso) for... 
Degrees of freedom | Estimate reliability | Cardinality | Transition points | Linear regression | General | Matrices | Mathematical vectors | Unbiased estimators | Regression analysis | Estimators | Model selection criteria | SURE | Lasso | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Information Theory | Statistics | Statistics Theory | Computer Science
Journal Article
2015, Applied and Numerical Harmonic Analysis, ISBN 3319197487, Issue 9783319197487
Inverse problems and regularization theory is a central theme in imaging sciences, statistics, and machine learning. The goal is to reconstruct an unknown... 
Book Chapter
2015, ISBN 3319197487
Inverse problems and regularization theory is a central theme in contemporary signal processing, where the goal is to reconstruct an unknown signal from... 
Signal and Image Processing | Information Theory | Image Processing | Computer Science | Mathematics | Optimization and Control | Engineering Sciences | Statistics | Machine Learning | Statistics Theory
Book Chapter
by Rafii-Tabar, H and Sanns, Werner and Tkačik, Gašper and Bialek, William and Worsch, Thomas and Sutner, Klaus and Hanson, James E and Ceccherini‐Silberstein, Tullio and Coornaert, Michel and Margenstern, Maurice and Kutrib, Martin and Alonso-Sanz, Ramón and Kier, Lemont B and Seybold, Paul G and Chopard, Bastien and Bays, Carter and Durand-Lose, Jérôme and Hatzikirou, Haralambos and Breier, Georg and Deutsch, Andreas and Teuscher, Christof and Osipenko, George and Shore, Steven N and Buzzi, Jérôme and Cervelle, Julien and Dennunzio, Alberto and Formenti, Enrico and Dorfman, J. Robert and Bertoni, Andrea and Kawski, Matthias and Batty, Michael and Rosenzweig, Cynthia and Tol, Richard S. J and Grassl, Hartmut and Grassl, Hartmut and Kawamura, Kazuhiko and Browne, Will and Tang, Lei-Han and Fortunato, Santo and Castellano, Claudio and Jorgensen, Palle E. T and Song, Myung-Sin and Kerner, Boris S and Huang, Sui and Kauffman, Stuart A and Lee, William H. K and Dixon, Warren E and Stephens, David A and Canright, Geoffrey and Batagelj, Vladimir and Jeldtoft Jensen, Henrik and Karlsson, Anette M and Adeoye, Mosobalaje O and Bonchev, Danail and Joe, Yong S and Kokalj, Anton and Mac Namee, Brian and Gorecki, Jerzy and Gorecka, Joanna Natalia and Rand, Darren and Steiglitz, Ken and Hughes, Barry D and Seth, Anil K and Edelman, Gerald M and Balberg, Isaac and Walker, Ian D and Green, Keith E and Alabau‐Boussouira, Fatiha and Cannarsa, Piermarco and Serrano, Roberto and Wako, Jun and Muto, Shigeo and Ras, Zbigniew W and Dardzinska, Agnieszka and Kelso, James A. S and Piwowar, Michael S and Forges, Françoise and Coniglio, Antonio and Fierro, Annalisa and Yulmetyev, Renat M and Hänggi, Peter and Ungarelli, Carlo and Achúcarro, Ana and Martins, Carlos J. A. P and Koster, Maurice and Lohman, Rowena and Barry, Roger G and Fadili, Jalal and Starck, Jean-Luc and Risler, Thomas
2009, ISBN 0387758887, Volume 14
Despite the fact that wavelets have had a wide impact in image processing, they fail to efficiently represent objects with highly anisotropic elements such as... 
Engineering Sciences | Image Processing | Computer Science | Signal and Image processing
Book Chapter
by Rafii-Tabar, H and Sanns, Werner and Tkačik, Gašper and Bialek, William and Worsch, Thomas and Sutner, Klaus and Hanson, James E and Ceccherini‐Silberstein, Tullio and Coornaert, Michel and Margenstern, Maurice and Kutrib, Martin and Alonso-Sanz, Ramón and Kier, Lemont B and Seybold, Paul G and Chopard, Bastien and Bays, Carter and Durand-Lose, Jérôme and Hatzikirou, Haralambos and Breier, Georg and Deutsch, Andreas and Teuscher, Christof and Osipenko, George and Shore, Steven N and Buzzi, Jérôme and Cervelle, Julien and Dennunzio, Alberto and Formenti, Enrico and Dorfman, J. Robert and Bertoni, Andrea and Kawski, Matthias and Batty, Michael and Rosenzweig, Cynthia and Tol, Richard S. J and Grassl, Hartmut and Grassl, Hartmut and Kawamura, Kazuhiko and Browne, Will and Tang, Lei-Han and Fortunato, Santo and Castellano, Claudio and Jorgensen, Palle E. T and Song, Myung-Sin and Kerner, Boris S and Huang, Sui and Kauffman, Stuart A and Lee, William H. K and Dixon, Warren E and Stephens, David A and Canright, Geoffrey and Batagelj, Vladimir and Jeldtoft Jensen, Henrik and Karlsson, Anette M and Adeoye, Mosobalaje O and Bonchev, Danail and Joe, Yong S and Kokalj, Anton and Mac Namee, Brian and Gorecki, Jerzy and Gorecka, Joanna Natalia and Rand, Darren and Steiglitz, Ken and Hughes, Barry D and Seth, Anil K and Edelman, Gerald M and Balberg, Isaac and Walker, Ian D and Green, Keith E and Alabau‐Boussouira, Fatiha and Cannarsa, Piermarco and Serrano, Roberto and Wako, Jun and Muto, Shigeo and Ras, Zbigniew W and Dardzinska, Agnieszka and Kelso, James A. S and Piwowar, Michael S and Forges, Françoise and Coniglio, Antonio and Fierro, Annalisa and Yulmetyev, Renat M and Hänggi, Peter and Ungarelli, Carlo and Achúcarro, Ana and Martins, Carlos J. A. P and Koster, Maurice and Lohman, Rowena and Barry, Roger G and Fadili, Jalal and Starck, Jean-Luc and Risler, Thomas
05/2011, ISBN 0387758887
in Encyclopedia of Complexity and System Science, pp. 1738-1774, Robert A. Meyers Ed., Springer New York (2009). ISBN: 978-0-387-75888-6 (Print),... 
Soft Condensed Matter | Condensed Matter | Biological Physics | Physics
Book Chapter
by Rafii-Tabar, H and Sanns, Werner and Tkačik, Gašper and Bialek, William and Worsch, Thomas and Sutner, Klaus and Hanson, James E and Ceccherini‐Silberstein, Tullio and Coornaert, Michel and Margenstern, Maurice and Kutrib, Martin and Alonso-Sanz, Ramón and Kier, Lemont B and Seybold, Paul G and Chopard, Bastien and Bays, Carter and Durand-Lose, Jérôme and Hatzikirou, Haralambos and Breier, Georg and Deutsch, Andreas and Teuscher, Christof and Osipenko, George and Shore, Steven N and Buzzi, Jérôme and Cervelle, Julien and Dennunzio, Alberto and Formenti, Enrico and Dorfman, J. Robert and Bertoni, Andrea and Kawski, Matthias and Batty, Michael and Rosenzweig, Cynthia and Tol, Richard S. J and Grassl, Hartmut and Grassl, Hartmut and Kawamura, Kazuhiko and Browne, Will and Tang, Lei-Han and Fortunato, Santo and Castellano, Claudio and Jorgensen, Palle E. T and Song, Myung-Sin and Kerner, Boris S and Huang, Sui and Kauffman, Stuart A and Lee, William H. K and Dixon, Warren E and Stephens, David A and Canright, Geoffrey and Batagelj, Vladimir and Jeldtoft Jensen, Henrik and Karlsson, Anette M and Adeoye, Mosobalaje O and Bonchev, Danail and Joe, Yong S and Kokalj, Anton and Mac Namee, Brian and Gorecki, Jerzy and Gorecka, Joanna Natalia and Rand, Darren and Steiglitz, Ken and Hughes, Barry D and Seth, Anil K and Edelman, Gerald M and Balberg, Isaac and Walker, Ian D and Green, Keith E and Alabau‐Boussouira, Fatiha and Cannarsa, Piermarco and Serrano, Roberto and Wako, Jun and Muto, Shigeo and Ras, Zbigniew W and Dardzinska, Agnieszka and Kelso, James A. S and Piwowar, Michael S and Forges, Françoise and Coniglio, Antonio and Fierro, Annalisa and Yulmetyev, Renat M and Hänggi, Peter and Ungarelli, Carlo and Achúcarro, Ana and Martins, Carlos J. A. P and Koster, Maurice and Lohman, Rowena and Barry, Roger G and Fadili, Jalal and Starck, Jean-Luc and Risler, Thomas
ISBN 0387758887
Book Chapter
by Rafii-Tabar, H and Sanns, Werner and Tkačik, Gašper and Bialek, William and Worsch, Thomas and Sutner, Klaus and Hanson, James E and Ceccherini‐Silberstein, Tullio and Coornaert, Michel and Margenstern, Maurice and Kutrib, Martin and Alonso-Sanz, Ramón and Kier, Lemont B and Seybold, Paul G and Chopard, Bastien and Bays, Carter and Durand-Lose, Jérôme and Hatzikirou, Haralambos and Breier, Georg and Deutsch, Andreas and Teuscher, Christof and Osipenko, George and Shore, Steven N and Buzzi, Jérôme and Cervelle, Julien and Dennunzio, Alberto and Formenti, Enrico and Dorfman, J. Robert and Bertoni, Andrea and Kawski, Matthias and Batty, Michael and Rosenzweig, Cynthia and Tol, Richard S. J and Grassl, Hartmut and Grassl, Hartmut and Kawamura, Kazuhiko and Browne, Will and Tang, Lei-Han and Fortunato, Santo and Castellano, Claudio and Jorgensen, Palle E. T and Song, Myung-Sin and Kerner, Boris S and Huang, Sui and Kauffman, Stuart A and Lee, William H. K and Dixon, Warren E and Stephens, David A and Canright, Geoffrey and Batagelj, Vladimir and Jeldtoft Jensen, Henrik and Karlsson, Anette M and Adeoye, Mosobalaje O and Bonchev, Danail and Joe, Yong S and Kokalj, Anton and Mac Namee, Brian and Gorecki, Jerzy and Gorecka, Joanna Natalia and Rand, Darren and Steiglitz, Ken and Hughes, Barry D and Seth, Anil K and Edelman, Gerald M and Balberg, Isaac and Walker, Ian D and Green, Keith E and Alabau‐Boussouira, Fatiha and Cannarsa, Piermarco and Serrano, Roberto and Wako, Jun and Muto, Shigeo and Ras, Zbigniew W and Dardzinska, Agnieszka and Kelso, James A. S and Piwowar, Michael S and Forges, Françoise and Coniglio, Antonio and Fierro, Annalisa and Yulmetyev, Renat M and Hänggi, Peter and Ungarelli, Carlo and Achúcarro, Ana and Martins, Carlos J. A. P and Koster, Maurice and Lohman, Rowena and Barry, Roger G and Fadili, Jalal and Starck, Jean-Luc and Risler, Thomas
ISBN 0387758887
Book Chapter