TY - GEN
T1 - Object identification and tracking for steady registration in mobile augmented reality
AU - Lehiani, Yassine
AU - Preda, Marius
AU - Maidi, Madjid
AU - Ghorbel, Faouzi
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2016/2/17
Y1 - 2016/2/17
N2 - This paper presents a novel approach for object identification and steady tracking in mobile augmented reality applications. First, the system identifies the object of interest using the KAZE algorithm. Then, the target tracking is enabled with the optical flow throughout the camera instant video stream. Further, the camera pose is determined by estimating the key transformation relating the camera reference frame according to the world coordinate system. Therefore, the visual perception is augmented with 3D virtual graphics overlaid on target object within the scene images. Finally, experiments are conducted to evaluate the system performances in terms of accuracy, robustness and computational efficiency as well.
AB - This paper presents a novel approach for object identification and steady tracking in mobile augmented reality applications. First, the system identifies the object of interest using the KAZE algorithm. Then, the target tracking is enabled with the optical flow throughout the camera instant video stream. Further, the camera pose is determined by estimating the key transformation relating the camera reference frame according to the world coordinate system. Therefore, the visual perception is augmented with 3D virtual graphics overlaid on target object within the scene images. Finally, experiments are conducted to evaluate the system performances in terms of accuracy, robustness and computational efficiency as well.
U2 - 10.1109/ICSIPA.2015.7412163
DO - 10.1109/ICSIPA.2015.7412163
M3 - Conference contribution
AN - SCOPUS:84971637015
T3 - IEEE 2015 International Conference on Signal and Image Processing Applications, ICSIPA 2015 - Proceedings
SP - 54
EP - 59
BT - IEEE 2015 International Conference on Signal and Image Processing Applications, ICSIPA 2015 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2015
Y2 - 19 October 2015 through 21 October 2015
ER -