Video object Tracking: Image Processing and Tracking - Couverture souple

Bhatia, Madhurima

 
9783844386233: Video object Tracking: Image Processing and Tracking
Couverture souple
ISBN 10 : 3844386238 ISBN 13 : 9783844386233
Editeur : 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.

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Présentation de l'éditeur

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.

Biographie de l'auteur

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".

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

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2011
Langue
anglais
ISBN 10 
3844386238
ISBN 13 
9783844386233
Reliure
Broché
Nombre de pages
76
Coordonnées du fabricant
non disponible
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