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Image Recognisation Using Neuro-fuzzy Techniques

Name: Image Recognisation Using Neuro-fuzzy Techniques
Brand: LAP Lambert Academic Publishing
SKU: 9783659460838
Price: 36.66 EUR
Availability: InStock

Developing a Mamdani's Fuzzy Inference System in MATLAB using Fuzzy Logic Toolbox

Автор: Pankaj Bhambri, Vishal Paika

Език:

Корици: С меки корици

Издател: LAP Lambert Academic Publishing

Наличност: Външен склад

Изпращаме след 5-8 дни

36.66 € 71.71 лв

Face recognition is a biometric which uses computer software to determine the identity of the indivi...

Информация за книгата

Автор

Pankaj Bhambri, Vishal Paika

Език

Английски език

Корици

Книга - С меки корици

Издадена

2013

страници

EAN

9783659460838

Enbook ID

06887544

Издател

LAP Lambert Academic Publishing

Теглоt

137

Размери

150 x 220 x 5

Пълно описание

Face recognition is a biometric which uses computer software to determine the identity of the individual. Face recognition falls into the category of biometrics which is the "Automatic recognition of a person using distinguishing traits". The edge is made up of those pixels at which there is an abrupt change in the intensity. These pixels are known as the edge pixels and are connected to give an edge. In this this research work, first a method has been developed for automatic edge detection of an digital image. Here, we have developed a mamdani's fuzzy inference system in MATLAB using fuzzy logic toolbox. A smallest possible 2 2 window is used as a scanning mask. Mask slides over the whole image pixel by pixel, first horizontally in topmost horizontal line and then reaching at the end of the line, it increments to check the next vertical location and it continues till the whole image is scanned. The FIS built has four inputs, each input representing a pixel for 2 2 mask, and one output that represents pixel under consideration. The rule editor consists of sixteen fuzzy rules. The system built is represented by the trapezoidal membership function to model the behavior of pixels.

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Image Recognisation Using Neuro-fuzzy Techniques

Developing a Mamdani's Fuzzy Inference System in MATLAB using Fuzzy Logic Toolbox

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