Sparse Coding and Its Applications in Computer Vision, Huang Thomas S., Wang Zhaowen, Yang Jianchao

Автор: Saad, Yousef
Название: Iterative Methods for Sparse Linear Systems, 2 ed.
ISBN: 0898715342 ISBN-13(EAN): 9780898715347
Издательство: Wiley
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Описание: This second edition gives an in-depth, up-to-date view of practical algorithms for solving large-scale linear systems of equations.

Автор: Jochen Garcke; Michael Griebel
Название: Sparse Grids and Applications
ISBN: 3642426603 ISBN-13(EAN): 9783642426605
Издательство: Springer
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Описание: This volume of LNCSE is a collection of the papers from the proceedings of the workshop on sparse grids and its applications held in Bonn in May 2011. The selected articles present recent advances in the mathematical understanding and analysis of sparse grid discretization.

Автор: Jochen Garcke; Dirk Pfl?ger
Название: Sparse Grids and Applications - Munich 2012
ISBN: 3319381539 ISBN-13(EAN): 9783319381534
Издательство: Springer
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Описание: Sparse grids have gained increasing interest in recent years for the numerical treatment of high-dimensional problems.

Автор: Hassanieh Haitham
Название: The Sparse Fourier Transform
ISBN: 1947487043 ISBN-13(EAN): 9781947487048
Издательство: Mare Nostrum (Eurospan)
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Описание: The Fourier transform is one of the most fundamental tools for computing the frequency representation of signals. It plays a central role in signal processing, communications, audio and video compression, medical imaging, genomics, astronomy, as well as many other areas. Because of its widespread use, fast algorithms for computing the Fourier transform can benefit a large number of applications. The fastest algorithm for computing the Fourier transform is the Fast Fourier Transform (FFT), which runs in near-linear time making it an indispensable tool for many applications. However, today, the runtime of the FFT algorithm is no longer fast enough especially for big data problems where each dataset can be few terabytes. Hence, faster algorithms that run in sublinear time, i.e., do not even sample all the data points, have become necessary.This book addresses the above problem by developing the Sparse Fourier Transform algorithms and building practical systems that use these algorithms to solve key problems in six different applications: wireless networks; mobile systems; computer graphics; medical imaging; biochemistry; and digital circuits.This is a revised version of the thesis that won the 2016 ACM Doctoral Dissertation Award.

Автор: Karim Helwani
Название: Adaptive Identification of Acoustic Multichannel Systems Using Sparse Representations
ISBN: 3319089536 ISBN-13(EAN): 9783319089539
Издательство: Springer
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Цена: 18284.00 р.
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Описание: This book treats the topic of extending the adaptive filtering theory in the context of massive multichannel systems by taking into account a priori knowledge of the underlying system or signal.

Автор: Yun Fu
Название: Low-Rank and Sparse Modeling for Visual Analysis
ISBN: 3319119990 ISBN-13(EAN): 9783319119991
Издательство: Springer
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Цена: 15372.00 р.
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Описание: This book provides a view of low-rank and sparse computing, especially approximation, recovery, representation, scaling, coding, embedding and learning among unconstrained visual data.

Автор: D. Rose
Название: Sparse Matrices and their Applications
ISBN: 1461586771 ISBN-13(EAN): 9781461586777
Издательство: Springer
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Описание: This book contains papers on sparse matrices and their appli- cations which were presented at a Symposium held at the IBM Thomas J. This is a very active field of research since efficient techniques for handling sparse matrix calculations are an important aspect of problem solving.

Название: Sparse grids and applications - stuttgart 2014
ISBN: 3319282603 ISBN-13(EAN): 9783319282602
Издательство: Springer
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Описание: Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different guises, are frequently the method of choice, be it spatially adaptive in the hierarchical basis or via the dimensionally adaptive combination technique.

Автор: Garcke
Название: Sparse Grids and Applications - Miami 2016
ISBN: 3319754254 ISBN-13(EAN): 9783319754253
Издательство: Springer
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Автор: Markus Holtz
Название: Sparse Grid Quadrature in High Dimensions with Applications in Finance and Insurance
ISBN: 3642265634 ISBN-13(EAN): 9783642265631
Издательство: Springer
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Описание: This book deals with the numerical analysis and efficient numerical treatment of high-dimensional integrals using sparse grids and other dimension-wise integration techniques with applications to finance and insurance.

Автор: Jochen Garcke; Dirk Pfl?ger
Название: Sparse Grids and Applications - Munich 2012
ISBN: 3319045369 ISBN-13(EAN): 9783319045368
Издательство: Springer
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Описание: Sparse grids have gained increasing interest in recent years for the numerical treatment of high-dimensional problems.

Автор: Zahari Zlatev
Название: Computational Methods for General Sparse Matrices
ISBN: 079231154X ISBN-13(EAN): 9780792311546
Издательство: Springer
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Описание: 'Et moi, ...- si j'avait su comment en revenir, One service mathematics has rendered the je n 'y serais point aile.' human race. It has put common sense back where it belongs, on the topmost shelf next Jules Verne to the dusty canister labelled 'discarded non- The series is divergent; therefore we may be sense'. able to do something with it. Eric T. Bell 0. Heaviside Mathematics is a tool for thought. A highly necessary tool in a world where both feedback and non- linearities abound. Similarly, all kinds of parts of mathematics serve as tools for other parts and for other sciences. Applying a simple rewriting rule to the quote on the right above one finds such statements as: 'One service topology has rendered mathematical physics .. .'; 'One service logic has rendered com- puter science .. .'; 'One service category theory has rendered mathematics .. .'. All arguably true. And all statements obtainable this way form part of the raison d'elre of this series.