TY  - BOOK
AU  - Chui,Charles K.
AU  - Jiang,Qingtang
ED  - SpringerLink (Online service)
TI  - Applied Mathematics: Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications 
T2  - Mathematics Textbooks for Science and Engineering
SN  - 9789462390096
AV  - T57-57.97 
U1  - 519 23
PY  - 2013///
CY  - Paris
PB  - Atlantis Press, Imprint: Atlantis Press
KW  - Mathematics
KW  - Computer graphics
KW  - Applied mathematics
KW  - Engineering mathematics
KW  - Information theory
KW  - Statistics
KW  - Engineering design
KW  - Applications of Mathematics
KW  - Information and Communication, Circuits
KW  - Statistics, general
KW  - Computer Imaging, Vision, Pattern Recognition and Graphics
KW  - Engineering Design
KW  - Electronic books
KW  - local
N1  - Linear Spaces -- Linerar Analysis -- Spectral Methods and Applications -- Frequency-Domain Methods -- Data Compression -- Fourier Series -- Fourier Time-Frequency Methods -- Wavelet Transform and Filter Banks -- Compactly Supported Wavelets -- Wavelet Analysis
N2  - This textbook, apart from introducing the basic aspects of applied mathematics, focuses on recent topics such as information data manipulation, information coding, data approximation, data dimensionality reduction, data compression, time-frequency and time scale bases, image manipulation, and image noise removal. The methods treated in more detail include spectral representation and “frequency” of the data, providing valuable information for, e.g. data compression and noise removal. Furthermore, a special emphasis is also put on the concept of “wavelets” in connection with the “multi-scale” structure of data-sets. The presentation of the book is elementary and easily accessible, requiring only some knowledge of elementary linear algebra and calculus. All important concepts are illustrated with examples, and each section contains between 10 an 25 exercises. A teaching guide, depending on the level and discipline of instructions is included for classroom teaching and self-study
UR  - http://ezproxy.alfaisal.edu/login?url=http://dx.doi.org/10.2991/978-94-6239-009-6
ER  -