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Theory of Wavelets:  From Design Principles to Applications
Theory of Wavelets:  From Design Principles to Applications

Tags: Theory of Wavelets, Nitin S. Nagori, Nitin S. Nagori author, Nitin S. Nagori book, Ameya K Naik , Ameya K Naik book, Ameya K Naik author, Kiran V Ajetrao, Kiran V Ajetrao book, Kiran V Ajetrao author, Introduction to Signals, Digital Filter Design, Multirate Digital Signal Processing, Orthogonal Transforms, Time-Frequency Analysis of Signals, Multiresolution Analysis, Subband Coding of Signals

Theory of Wavelets: From Design Principles to Applications

The recent advancements in digital image, machine vision, and artificial intelligence have greatly propelled the field of wavelet-based signal processing. The primary aim of this book is to equip readers, regardless of their familiarity with signal processing, with a solid foundation in the subject. The book delves into the fundamental concepts, enabling readers to gain a comprehensive understanding and eventually apply their knowledge to practical scenarios. It offers a thorough explanation of the underlying principles and showcases various wavelet-based applications. To illustrate key concepts and methodologies, comprehensive solutions and meticulous analysis of numerical data are presented. This book serves as an essential text for graduate and post-graduate students, as well as a valuable reference for wavelet design experts embarking on their journey in the field.

• Introduction to Signals and Systems
• Digital Filter Design
• Multirate Digital Signal Processing
• Orthogonal Transforms
• Time-Frequency Analysis of Signals
• Multiresolution Analysis and Subband Coding of Signals
• Design of Wavelet Filter Banks
• The Lifting Scheme
• Advanced Topics on Wavelet Design
• Wavelet-based Applications
• Case Studies
• Future of Wavelets
• Appendices
• Appendix A
• Appendix B
• Index


• Comprehensive coverage of wavelet knowledge from fundamentals to design principles

• Emphasis on gaining insights through solution and analysis of apt conceptual problems

• Rich pedagogy includes 100+ solved examples, practice questions and simulation results

• Focus on easy techniques to solve complex polynomial constructions and factorizations required for wavelet design

• Incorporates case studies relating application of wavelets to solve real world problems

• Provides pointers and scope for further research in wavelet specific areas


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