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

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
Softcover
ISBN 10: 3639377559 ISBN 13: 9783639377552
Publisher: 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.

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About the Author

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.

"About this title" may belong to another edition of this title.

Publisher
VDM Verlag Dr. Müller
Publication date
2011
Language
English
ISBN 10 
3639377559
ISBN 13 
9783639377552
Binding
Paperback
Number of pages
104