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Mathematics Of Multilevel Systems Data Scaling Images Signals And Fractals Contemporary Mathematics And Its Applications Monographs Expositions And Lecture Notes Palle E T Jorgensen

  • SKU: BELL-50916688
Mathematics Of Multilevel Systems Data Scaling Images Signals And Fractals Contemporary Mathematics And Its Applications Monographs Expositions And Lecture Notes Palle E T Jorgensen
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Mathematics Of Multilevel Systems Data Scaling Images Signals And Fractals Contemporary Mathematics And Its Applications Monographs Expositions And Lecture Notes Palle E T Jorgensen instant download after payment.

Publisher: WSPC
File Extension: PDF
File size: 36.4 MB
Pages: 272
Author: Palle E T Jorgensen, Myung-Sin Song
ISBN: 9789811268977, 9811268975
Language: English
Year: 2023

Product desciption

Mathematics Of Multilevel Systems Data Scaling Images Signals And Fractals Contemporary Mathematics And Its Applications Monographs Expositions And Lecture Notes Palle E T Jorgensen by Palle E T Jorgensen, Myung-sin Song 9789811268977, 9811268975 instant download after payment.

This book presents the mathematics of wavelet theory and its applications in a broader sense, comprising entropy encoding, lifting scheme, matrix factorization, and fractals. It also encompasses image compression examples using wavelet transform and includes the principal component analysis which is a hot topic on data dimension reduction in machine learning. Readers will find equal coverage on the following three themes: a selection of practical projects and algorithms; the theory underpinning the subjects; the important interplay between theory and applications. The book entails a varied choice of diverse interdisciplinary themes. While the topics can be found in various parts of the pure and applied literature, this book fulfills the need for an accessible presentation which cuts across the fields. As the target audience is wide-ranging, a detailed and systematic discussion of issues involving infinite dimensions and Hilbert space is presented in later chapters on wavelets, transform theory and, entropy encoding and probability. For the problems addressed there, the case of infinite dimension will be more natural, and well-motivated.

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