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Efficient Algorithms for Discrete Wavelet Transform

Name: Efficient Algorithms for Discrete Wavelet Transform
Brand: Springer London Ltd
SKU: 01255468
Price: 19925 HUF
Availability: InStock
Author: KK Shukla
ISBN: 9781447149408

KK Shukla

Language

English

Book Paperback

Libristo code: 01255468

Publishers Springer London Ltd, January 2013

Due to its inherent time-scale locality characteristics, the discrete wavelet transform (DWT) has re... Full description

Libristo code: 01255468

136 b

19 925 Ft

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Due to its inherent time-scale locality characteristics, the discrete wavelet transform (DWT) has received considerable attention in signal/image processing. Wavelet transforms have excellent energy compaction characteristics and can provide perfect reconstruction. The shifting (translation) and scaling (dilation) are unique to wavelets. Orthogonality of wavelets with respect to dilations leads to multigrid representation. As the computation of DWT involves filtering, an efficient filtering process is essential in DWT hardware implementation. In the multistage DWT, coefficients are calculated recursively, and in addition to the wavelet decomposition stage, extra space is required to store the intermediate coefficients. Hence, the overall performance depends significantly on the precision of the intermediate DWT coefficients. This work presents new implementation techniques of DWT, that are efficient in terms of computation, storage, and with better signal-to-noise ratio in the reconstructed signal.