TY - GEN
T1 - Robust digital image stabilization using feature tracking
AU - Wang, Chuntao
AU - Kim, Jin Hyung
AU - Byun, Keun Yung
AU - Ko, Sung Jea
PY - 2009
Y1 - 2009
N2 - This paper presents a new robust digital image stabilization (DIS) algorithm which uses well-tracked feature points to estimate the motion between two consecutive frames. The motion prediction with the Kalman filter is incorporated into the Kanade-Lucas-Tomasi (KLT) tracker to further speed up the tracking process. A new scheme is proposed to adaptively update the Kalman filter. Simulation results show that the proposed algorithm can speed up the tracking process and obtain more stabilized performance.
AB - This paper presents a new robust digital image stabilization (DIS) algorithm which uses well-tracked feature points to estimate the motion between two consecutive frames. The motion prediction with the Kalman filter is incorporated into the Kanade-Lucas-Tomasi (KLT) tracker to further speed up the tracking process. A new scheme is proposed to adaptively update the Kalman filter. Simulation results show that the proposed algorithm can speed up the tracking process and obtain more stabilized performance.
UR - http://www.scopus.com/inward/record.url?scp=70349290967&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=70349290967&partnerID=8YFLogxK
U2 - 10.1109/ICCE.2009.5012257
DO - 10.1109/ICCE.2009.5012257
M3 - Conference contribution
AN - SCOPUS:70349290967
SN - 9781424425594
T3 - Digest of Technical Papers - IEEE International Conference on Consumer Electronics
BT - 2009 Digest of Technical Papers International Conference on Consumer Electronics, ICCE 2009
T2 - 2009 International Conference on Consumer Electronics, ICCE 2009
Y2 - 10 January 2009 through 14 January 2009
ER -