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portada Sound and Image Pattern Recognition
Type
Physical Book
Author
Publisher
Language
English
Pages
128
Format
Paperback
Dimensions
22.9 x 15.2 x 0.8 cm
Weight
0.20 kg.
ISBN13
9786206022824
Categories

Sound and Image Pattern Recognition

Simone Silva Frutuoso de Souza (Author) · Fernando Parra Dos Anjos Lima (Author) · Our Knowledge Publishing · Paperback

Sound and Image Pattern Recognition - Parra Dos Anjos Lima, Fernando ; Silva Frutuoso de Souza, Simone

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Synopsis "Sound and Image Pattern Recognition"

This book presents a study based on the concepts and artificial neural architectures and their applications in general, and specifically pattern recognition. The Borland Delphi 7 platform and programming language is used to implement two systems, one for image recognition and the other for sound recognition. The Borland Delphi programming language uses some components that simulate the architecture and concepts of MLP (multilayer perceptron) and SOM (Self Organizing Map) networks.In order to work with both types of pattern recognition, we use two independently programmed applications with two different artificial neural networks, one that performs image recognition, and the other that performs sound recognition. We use character type images for the image recognition network, in the application in question we specifically use images of digits. And the sound recognition network uses the concept of sound tones for recognition, so it will be specifically recognized sound tones idealizing the reproduction of the sound of a telephone keypad.

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