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Advances in sampling theory and techniques [E-Book] / author: Leonid P. Yaroslavsky

This book provides both the most updated formulations of the sampling theory and practical algorithms of image sampling with sampling rates close to the theoretical minimum, as well interpolation-error-free methods of image resampling and the theory of discrete representation of signal integral tran...

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Personal Name(s): Yaroslavsky, Leonid P., author
Imprint: Bellingham, Washington : SPIE, 2020
Physical Description: 1 online resource (214 pages)
Note: englisch
ISBN: 9781510633841
DOI: 10.1117/3.2554039
Series Title: SPIE Press monograph ; PM315
Subject (LOC):
Signal processing -- Digital techniques -- Mathematics.
Image processing -- Digital techniques -- Mathematics.
Fourier transformations.
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This book provides both the most updated formulations of the sampling theory and practical algorithms of image sampling with sampling rates close to the theoretical minimum, as well interpolation-error-free methods of image resampling and the theory of discrete representation of signal integral transforms. Topics include classical sampling theory, compressed sensing, non-redundant sampling, fast signal resampling algorithms, the discrete uncertainty principle, digital convolution, and various versions of discrete Fourier transforms. Exercises based in MATLAB supplement the text throughout.

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