Applied Mathematics: Data Compression, Spectral Methods, by Charles K. Chui,Qingtang Jiang

By Charles K. Chui,Qingtang Jiang

This textbook, except introducing the elemental features of utilized arithmetic, makes a speciality of fresh themes akin to info info manipulation, details coding, info approximation, info dimensionality aid, information compression, time-frequency and time scale bases, photograph manipulation, and photograph noise removal.
The equipment handled in additional element contain spectral illustration and “frequency” of the knowledge, offering necessary details for, e.g. facts compression and noise elimination. moreover, a different emphasis can be wear the idea that of “wavelets” in reference to the “multi-scale” constitution of data-sets.
The presentation of the ebook is hassle-free and simply available, requiring just some wisdom of ordinary linear algebra and calculus. All vital techniques are illustrated with examples, and every part comprises among 10 an 25 routines. A educating consultant, counting on the extent and self-discipline of directions is incorporated for lecture room educating and self-study.

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