Principal Component Analysis: An Algorithm for Image Recognition - Couverture souple

Khanchandani, Khushi

 
9786200436146: Principal Component Analysis: An Algorithm for Image Recognition
Couverture souple
ISBN 10 : 6200436142 ISBN 13 : 9786200436146
Editeur : LAP LAMBERT Academic Publishing, 2019

Synopsis

It has been observed that there are various factors that act as challenges in the process of image recognition like illumination, size, orientation, etc. In recent years, a new view-based approach to image recognition has been developed. In this book, we have analysed Principal Component Analysis, which is one of the most widely used algorithm for image recognition.The origins of PCA lie in multivariate data analysis; however, it has a wide range of other applications. PCA has been called having one of the most important results from applied linear algebra and perhaps its most common use is as the first step in trying to analyse large data sets. An experiment is described which is conducted to classify the images based on training data set of and observing the accuracy and time taken by the algorithm based on principal component analysis.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2019
Langue
anglais
ISBN 10 
6200436142
ISBN 13 
9786200436146
Reliure
Broché
Nombre de pages
52
Coordonnées du fabricant
non disponible
Personne responsable
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