Title :
Efficient Implementation of Image Registration Based on Feature Tracking
Author :
Shah, Syed Aamir Ali ; Manzoor, M. Asif ; Farooq, M. ; Shah, Arif Ali ; Bais, Abdul ; Yahya, K.M. ; Hassan, G.M.
Author_Institution :
Dept. of Comput. Syst. Eng., N.W.F-P Univ. of Eng. & Technol. Peshawar, Peshawar, Pakistan
Abstract :
Image registration is a process of overlaying various images of a scene. This process has four basic steps. In this work we have replaced a feature matching step with efficient and fast feature tracking. Several problems, arose due to this technique, are discussed and their solutions are proposed. The proposed algorithm is then tested on various sequences of images.
Keywords :
feature extraction; image matching; image registration; image sequences; optical tracking; feature matching; feature tracking; image registration; image sequence; Computer vision; Detectors; Feature extraction; Image registration; Pattern recognition; Remote sensing; Transforms;
Conference_Titel :
Wireless Communications Networking and Mobile Computing (WiCOM), 2010 6th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-3708-5
Electronic_ISBN :
978-1-4244-3709-2
DOI :
10.1109/WICOM.2010.5600590
