1 option
Applied mathematics data compression, spectral methods, fourier analysis, wavelets, and applications Charles K. Chui, Qingtang Jiang
Springer Nature - Springer Mathematics and Statistics (R0) eBooks 2013 English International Available online
View online- Format:
- Book
- Author/Creator:
- Chui, C. K., author.
- Jiang, Qingtang, author.
- Series:
- Mathematics textbooks for science and engineering v. 2
- Mathematics textbooks for science and engineering volume 2
- Language:
- English
- Subjects (All):
- Mathematics.
- applied mathematics.
- mathematics.
- Physical Description:
- 1 online resource
- Place of Publication:
- Paris, France Atlantis Press 2013
- Language Note:
- English
- System Details:
- text file
- Summary:
- 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
- Contents:
- Linear Spaces Linear 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
- Notes:
- Includes index
- Print version record
- Other Format:
- Print version Chui, Charles. Applied mathematics. data compression, spectral methods, fourier analysis
- ISBN:
- 9789462390096
- 9462390096
- 9462390088
- 9789462390089
- OCLC:
- 861181400
- Access Restriction:
- Restricted for use by site license
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.