Moving Object Detection & Scenelock Tracking System: Object Tracking System optimized with respect to phase & energy based algorithm in MATLAB & C for Embedded DSP processor - Couverture souple

K. S., Naveen

 
9783847323211: Moving Object Detection & Scenelock Tracking System: Object Tracking System optimized with respect to phase & energy based algorithm in MATLAB & C for Embedded DSP processor
Couverture souple
ISBN 10 : 3847323210 ISBN 13 : 9783847323211
Editeur : LAP LAMBERT Academic Publishing, 2011

Synopsis

This book focuses on the identification, analysis and implementation of moving object detection and tracking algorithm using spatio-temporal frequency information of the image sequences on an embedded DSP platform. Real and virtual image data’s with static and dynamic environment are taken as test sequences and the movements with respect to these sequences has been analyzed, compared and optimized with respect to phase based and energy based algorithm using MATLAB. Based on quantitative analysis, energy based method was found to be better than phase based approach. Multiple objects detection and tracking system with energy based approach has been implemented using C and further optimized to suit for an Embedded DSP processor. It has been found that the computational time on Linux platform is better in comparison with MATLAB and embedded DSP processor. As a future work, it would be better to go for a high end embedded DSP processor to enhance the computation time.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

This book focuses on the identification, analysis and implementation of moving object detection and tracking algorithm using spatio-temporal frequency information of the image sequences on an embedded DSP platform. Real and virtual image data’s with static and dynamic environment are taken as test sequences and the movements with respect to these sequences has been analyzed, compared and optimized with respect to phase based and energy based algorithm using MATLAB. Based on quantitative analysis, energy based method was found to be better than phase based approach. Multiple objects detection and tracking system with energy based approach has been implemented using C and further optimized to suit for an Embedded DSP processor. It has been found that the computational time on Linux platform is better in comparison with MATLAB and embedded DSP processor. As a future work, it would be better to go for a high end embedded DSP processor to enhance the computation time.

Biographie de l'auteur

Naveen K S received his U.G. degree B.E. in E&C from MVJCE,Bangalore in 2008 and P.G. degree M.Sc in Signal Processing and Computer Technology from MSRSAS, Bangalore in 2011. He joined the Dept. of R&D at System Controls, Bangalore in 2011 as a Design Engineer.His research areas include signal & image processing,Wireless digital communication.

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
2011
Langue
anglais
ISBN 10 
3847323210
ISBN 13 
9783847323211
Reliure
Broché
Nombre de pages
108
Coordonnées du fabricant
non disponible
Personne responsable
Buchpark GmbH
gpsr@buchpark.de

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