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Sinopsis
Book by Broughton S Allen Bryan Kurt M
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Críticas
?Anyone seeking to understand the process and problems of image and signal analysis would do well to read this work. Summing Up: Highly recommended.? (Cho ice Reviews, June 2009) "There seems to be a shortage of books that deliver an appropriate mix of theory and applications to an undergraduate math major. I believe that Discrete Fourier Analysis and Wavelets, Applications to Signal and Image Processing helps fill this void...This book is enjoyable to read and pulls together a variety of important topics in the subject at a level that upper level undergraduate mathematics students can understand." (MAA Reviews 2009)
Reseña del editor
A thorough guide to the classical and contemporary mathematical methods of modern signal and image processing Discrete Fourier Analysis and Wavelets presents a thorough introduction to the mathematical foundations of signal and image processing. Key concepts and applications are addressed in a thought-provoking manner and are implemented using vector, matrix, and linear algebra methods. With a balanced focus on mathematical theory and computational techniques, this self-contained book equips readers with the essential knowledge needed to transition smoothly from mathematical models to practical digital data applications. The book first establishes a complete vector space and matrix framework for analyzing signals and images. Classical methods such as the discrete Fourier transform, the discrete cosine transform, and their application to JPEG compression are outlined followed by coverage of the Fourier series and the general theory of inner product spaces and orthogonal bases. The book then addresses convolution, filtering, and windowing techniques for signals and images. Finally, modern approaches are introduced, including wavelets and the theory of filter banks as a means of understanding the multiscale localized analysis underlying the JPEG 2000 compression standard. Throughout the book, examples using image compression demonstrate how mathematical theory translates into application. Additional applications such as progressive transmission of images, image denoising, spectrographic analysis, and edge detection are discussed. Each chapter provides a series of exercises as well as a MATLAB project that allows readers to apply mathematical concepts to solving real problems. Additional MATLAB routines are available via the book's related Web site. With its insightful treatment of the underlying mathematics in image compression and signal processing, Discrete Fourier Analysis and Wavelets is an ideal book for mathematics, engineering, and computer science courses at the upper-undergraduate and beginning graduate levels. It is also a valuable resource for mathematicians, engineers, and other practitioners who would like to learn more about the relevance of mathematics in digital data processing.
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- EditorialWiley-Blackwell
- Año de publicación2008
- ISBN 10 0470294663
- ISBN 13 9780470294666
- EncuadernaciónTapa dura
- IdiomaInglés
- Número de páginas360
EUR 12,46
EUR 96,74 gastos de envío desde Estados Unidos de America a España
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Discrete Fourier Analysis and Wavelets: Applications to Signal and Image Processing
Publicado por
Wiley-Interscience, 2008
ISBN 10: 0470294663
ISBN 13: 9780470294666
Antiguo o usado
Tapa dura
Librería: HPB-Red, Dallas, TX, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
hardcover. Condición: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Nº de ref. del artículo: S_403907557
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Discrete Fourier Analysis and Wavelets - Applications to Signal and Image Processing
Publicado por
John Wiley and Sons Ltd, 2008
ISBN 10: 0470294663
ISBN 13: 9780470294666
Antiguo o usado
Tapa dura
Librería: OM Books, Sevilla, SE, España
Calificación del vendedor: 5 de 5 estrellas
Condición: Usado - bueno. Nº de ref. del artículo: 9780470294666
Cantidad disponible: 1 disponibles