We're sorry, but eCampus.com doesn't work properly without JavaScript.
Either your device does not support JavaScript or you do not have JavaScript enabled.
How to enable JavaScript in your browser.
Need help? Call 1-855-252-4222
Note: Supplemental materials are not guaranteed with Rental or Used book purchases.
Purchase Benefits
What is included with this book?
The authors describe a technique that can visualize the atomic structure of molecules, it is necessary, in terms of the image processing, to consider the reconstruction of sparse images. Many works have leveraged the assumption of sparsity in order to achieve an improved performance that would not otherwise be possible. For nano MRI, the assumption of sparsity is given by default since, at the atomic scale, molecules aresparse structures. This work reviews the latest results on molecular imaging for nano MRI. Sparse image reconstruction methods can be categorized as either non-Bayesian or Bayesian. A comparison of the performance and complexity of several such algorithms is given.
Michael Ting is currently a software engineer at Criteo in Paris, France, having received a PhD in Electrical Engineering: Systems, from the University of Michigan, USA, in 2006. His doctoral work focused on signal processing for MRFM. He is a Senior Member of the IEEE and is a co-author of a US patent. His research interests include detection and estimation theory, inverse problems, system identification, and time series analysis.
Introduction ix
Chapter 1. Nano MRI 1
Chapter 2. Sparse Image Reconstruction 7
Chapter 3. Iterative Thresholding Methods 15
Chapter 4. Hyperparameter Selection Using the SURE Criterion 43
Chapter 5. Monte Carlo Approach: Gibbs Sampling 53
Chapter 6. Simulation Study 65
Bibliography 73
Index 77
The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.
The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.