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Könyv SOUND AND IMAGE PATTERN RECOGNITION Simone Silva Frutuoso de Souza

SOUND AND IMAGE PATTERN RECOGNITION

Szerző: Simone Silva Frutuoso de Souza
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Our Knowledge Publishing
Elérhetőség: Beszállítói készleten
Küldés 8-11 napon belül
23 089 Ft
This book presents a study based on the concepts and artificial neural architectures and their appli...

Információk a könyvről

Szerző
Simone Silva Frutuoso de Souza
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2023
oldal
128
EAN
9786206022824
ISBN
620602282X
Enbook ID
43663831
Kiadó
Our Knowledge Publishing
Súly
209
Méretek
150 x 220 x 8

Teljes leírás

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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