IJERT-EMS
IJERT-EMS

MSER Algorithm to Characterize an Active Camera Movement


MSER Algorithm to Characterize an Active Camera Movement
Authors : Younis Abdalla, T. Iqbal, M. Shehata
Publication Date: 01-10-2016

Authors

Author(s):  Younis Abdalla, T. Iqbal, M. Shehata

Published in:   International Journal of Engineering Research & Technology

License:  This work is licensed under a Creative Commons Attribution 4.0 International License.

Website: www.ijert.org

Volume/Issue:   Volume. 5 - Issue. 10 , October - 2016

e-ISSN:   2278-0181

Abstract

A new method presented in this paper to describe the movement of a camera mounted on a mobile platform using local Maximally Stable Extremal Region detector (MSER) algorithm. In fact, it was established that MSER tracker method is quicker than other methods and it needs less resources. Furthermore, MSER outperforms other interest points detection and matching algorithms. Using Motion Estimation (ME) technique to detect the direction and speed of the camera during a video recording demonstrates the reliability of the algorithm. Results indicate over 93 percent tracking accuracy in variant environment. The paper presents the details of algorithm, implementation setup and results for a set of recorded videos.

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