TY - GEN
T1 - Robust global motion estimation for video stabilization
AU - Wang, Tae Shick
AU - Kang, Seok Jae
AU - Byun, Keun Yung
AU - Kim, Tae Chan
AU - Ko, Sung Jea
PY - 2012
Y1 - 2012
N2 - Global motion estimation is an important task for video stabilization. Since the global motion is heavily related to the motion of the background (BG), the moving foreground (FG) objects can cause inaccurate global motion estimation. In this paper, we propose a robust global motion estimation method for video stabilization. The proposed method iteratively finds the feature points (FPs) in the BG and estimates the global motion using the BG FPs. The experimental results show that the proposed method can estimate the global motion even when the moving FG objects occupy a large part of image.
AB - Global motion estimation is an important task for video stabilization. Since the global motion is heavily related to the motion of the background (BG), the moving foreground (FG) objects can cause inaccurate global motion estimation. In this paper, we propose a robust global motion estimation method for video stabilization. The proposed method iteratively finds the feature points (FPs) in the BG and estimates the global motion using the BG FPs. The experimental results show that the proposed method can estimate the global motion even when the moving FG objects occupy a large part of image.
UR - http://www.scopus.com/inward/record.url?scp=84872360902&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84872360902&partnerID=8YFLogxK
U2 - 10.1109/GCCE.2012.6379934
DO - 10.1109/GCCE.2012.6379934
M3 - Conference contribution
AN - SCOPUS:84872360902
SN - 9781467315005
T3 - 1st IEEE Global Conference on Consumer Electronics 2012, GCCE 2012
SP - 623
EP - 624
BT - 1st IEEE Global Conference on Consumer Electronics 2012, GCCE 2012
T2 - 1st IEEE Global Conference on Consumer Electronics, GCCE 2012
Y2 - 2 October 2012 through 5 October 2012
ER -