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

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
Tapa blanda
ISBN 10: 3847323210 ISBN 13: 9783847323211
Editorial: LAP LAMBERT Academic Publishing, 2011

Sinopsis

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.

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Reseña del editor

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.

Biografía del autor

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.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2011
Idioma
Inglés
ISBN 10 
3847323210
ISBN 13 
9783847323211
Encuadernación
Tapa blanda
Número de páginas
108
Contacto del fabricante
no disponible
Persona responsable
Buchpark GmbH
gpsr@buchpark.de

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