Video object Tracking: Image Processing and Tracking - Softcover

Bhatia, Madhurima

Softcover

ISBN 10: 3844386238 ISBN 13: 9783844386233

Publisher: LAP LAMBERT Academic Publishing, 2011

Synopsis

Object-tracking is one of the most popular areas of video processing because of its applicability to daily problems and ease of production, e.g. surveillance cameras, adaptive traffic lights, plane detection, vehicle navigation, human computer interaction, object-based video compression, smart rooms, driver assistance, perceptual user interface, augmented reality etc. The purpose of object tracking is to determine the position of the object in images continuously and reliably against dynamic scenes. Difficulties in tracking objects can arise due to abrupt object motion, changing appearance patterns of the object and the scene, non-rigid object structures, object-to object and object-to-scene occlusions, and camera motion.The work carried out implements object tracking using mean shift based algorithm and feature based algorithm for an efficient and robust visual tracking.

About this title

About the Author

Madhurima received the Master’s Degree in IT from GGSIP University, New Delhi and B.Engg in IT from B.S.A.I.T.M, Faridabad. She is currently working as Assistant professor at ASU, Gurgaon. She has published approx. fourteen research papers in international and national journals and conferences. She has published a book “Computer Networks".

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2011
• ISBN 10: 3844386238
• ISBN 13: 9783844386233
• Binding: Paperback
• Language: English
• Number of pages: 76