Moving Object Tracking in Video Sequences: Moving Object Tracking in Video Sequences through Template Matching, Fast Mean Shift and Kalman Filter - Couverture souple

Inayat, Irum; Ul Amin, Rooh; Ali, Ahmed

 
9783639377552: Moving Object Tracking in Video Sequences: Moving Object Tracking in Video Sequences through Template Matching, Fast Mean Shift and Kalman Filter
Couverture souple
ISBN 10 : 3639377559 ISBN 13 : 9783639377552
Editeur : VDM Verlag Dr. Müller, 2011

Synopsis

This book is an inclusive introduction to object tracking hierarchy and object tracking techniques with their mathematical background, theoretical aspects, implementation complications, experimental results, accuracy percentage calculation and comparative accuracy percentage estimations. The object tracking techniques studied, implemented and presented are all premeditated in detail and then put into practice. The techniques deliberated and implemented in this book are Template Matching, Fast Mean Shift and Kalman Filter where as for object detection background subtraction through frame differencing is implemented. The tracking methods described in this book do not need any pre-locating trend of grabbing the object by object detection techniques at first.

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

Présentation de l'éditeur

This book is an inclusive introduction to object tracking hierarchy and object tracking techniques with their mathematical background, theoretical aspects, implementation complications, experimental results, accuracy percentage calculation and comparative accuracy percentage estimations. The object tracking techniques studied, implemented and presented are all premeditated in detail and then put into practice. The techniques deliberated and implemented in this book are Template Matching, Fast Mean Shift and Kalman Filter where as for object detection background subtraction through frame differencing is implemented. The tracking methods described in this book do not need any pre-locating trend of grabbing the object by object detection techniques at first.

Biographie de l'auteur

Irum Inayat, Graduate Fellowship for MS Computer Science awarded by COMSATS Institute of Information Technology, Pakistan. PhD Research Fellow at Department of Software Engineering, Faculty of Computer Science and Information Technology, University of Malaya, Malaysia.

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

Éditeur
VDM Verlag Dr. Müller
Date d'édition
2011
Langue
anglais
ISBN 10 
3639377559
ISBN 13 
9783639377552
Reliure
Broché
Nombre de pages
104
Coordonnées du fabricant
non disponible
Personne responsable
non disponible