Applied Mathematics: Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications by Qingtang Jiang; Charles K. ChuiISBN: 9789462390089
Publication Date: 2013-10-14
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 timescale 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.