Image Recognisation Using Neuro-fuzzy Techniques: Developing a Mamdani's Fuzzy Inference System in MATLAB using Fuzzy Logic Toolbox - Couverture souple

Bhambri, Pankaj; Paika, Vishal

 
9783659460838: Image Recognisation Using Neuro-fuzzy Techniques: Developing a Mamdani's Fuzzy Inference System in MATLAB using Fuzzy Logic Toolbox
Couverture souple
ISBN 10 : 3659460834 ISBN 13 : 9783659460838
Editeur : LAP LAMBERT Academic Publishing, 2013

Synopsis

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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Présentation de l'éditeur

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.

Biographie de l'auteur

Er. Pankaj Bhambri is working as Asstt. Prof. at Guru Nanak Dev Engineering College, Ludhiana. His research areas are Bioinformatics, Image Processing and Parallel Comp. Er. Vishal Paika submitted his work on Image Recognisation Using Neuro-Fuzzy Techniques under the guidance of Er. Pankaj Bhambri in July, 2013 at GNDEC, Ldh.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2013
Langue
anglais
ISBN 10 
3659460834
ISBN 13 
9783659460838
Reliure
Broché
Nombre de pages
80
Coordonnées du fabricant
non disponible
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