Signal and Image Processing with Neural Networks
C++ Sourcebook
Published on 25. July 1994
Book
Mixed media product
432 pages
978-0-471-04963-0 (ISBN)
Description
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 assumes a minimum of maths in all cases and provides a wealth of examples for the professional software developer. The accompanying software includes a complete program for training, testing and using neural networks, along with C++ subroutines for all techniques discussed and source code for the book's example code.
More details
Language
English
Place of publication
New York
United States
Publishing group
John Wiley and Sons Ltd
Target group
Professional and scholarly
Dimensions
Height: 233 mm
Width: 189 mm
Weight
765 gr
ISBN-13
978-0-471-04963-0 (9780471049630)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Content
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.