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Signal and image processing with neural networks : a C++ sourcebook

Author: Timothy Masters
Publisher: New York : J. Wiley, ©1994.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
This unique book/disk set is the only guide you need to learn practical, proven techniques for integrating traditional signal/image-processing methods with modern neural networks. It provides thorough, clear, and highly readable coverage of complex-domain neural networks, which are generally superior to the usual real domain models when processing complex data. Signal and Image Processing with Neural Networks  Read more...
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Additional Physical Format: Online version:
Masters, Timothy.
Signal and image processing with neural networks.
New York : J. Wiley, ©1994
(OCoLC)622915236
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Timothy Masters
ISBN: 0471049638 9780471049630
OCLC Number: 29877717
Notes: Includes index.
Description: xiv, 417 pages : illustrations ; 24 cm + 1 computer disc (3 1/2 in.)
Details: System requirements for computer disk: IBM-compatible PC with 386 microprocessor or greater; DOS. Math coprocessor recommended.
Contents: The Role of Neural Networks in Signal and Image Processing; Neurons in the Complex Domain; Data Preparation for Neural Networks; Frequency-Domain Techniques; Time/Frequency Localization; Time/Frequency Applications; Image Processing in the Frequency Domain; Moment-Based Image Features; Tone/Texture Descriptors; Using the MLFN Program; Appendix; Bibliography; Index.
Responsibility: Timothy Masters.
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Abstract:

Covering practical applications of digital signal and image processing in C++, this text describes how neural networks can be used to aid in the solution of DSP or imaging problems. The author  Read more...

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