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

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
Tapa blanda
ISBN 10: 3639377559 ISBN 13: 9783639377552
Editorial: VDM Verlag Dr. Müller, 2011

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

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.

Biografía del autor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
VDM Verlag Dr. Müller
Año de publicación
2011
Idioma
Inglés
ISBN 10 
3639377559
ISBN 13 
9783639377552
Encuadernación
Tapa blanda
Número de páginas
104
Contacto del fabricante
no disponible
Persona responsable
no disponible