TY - GEN
T1 - Video stabilization based on motion segmentation
AU - Kang, Seok Jae
AU - Wang, Tae Shick
AU - Kim, Dae Hwan
AU - Morales, Aldo
AU - Ko, Sung Jea
PY - 2012
Y1 - 2012
N2 - This paper presents a new approach for video stabilization based on motion segmentation. The performance of video stabilization depends on the accuracy of the global motion. However, the scenes with large depth variation yield the performance degradation. In the proposed method, the feature points are detected and tracked, and their displacements are examined over the two adjacent frames. Motion segmentation is performed based on the similarity of the feature point displacements. The global motion is finally estimated using the feature points with the dominant motion which are located in similar depth ranges in most cases. Experimental results show that the proposed method provides the superior performance of video stabilization over the conventional method.
AB - This paper presents a new approach for video stabilization based on motion segmentation. The performance of video stabilization depends on the accuracy of the global motion. However, the scenes with large depth variation yield the performance degradation. In the proposed method, the feature points are detected and tracked, and their displacements are examined over the two adjacent frames. Motion segmentation is performed based on the similarity of the feature point displacements. The global motion is finally estimated using the feature points with the dominant motion which are located in similar depth ranges in most cases. Experimental results show that the proposed method provides the superior performance of video stabilization over the conventional method.
UR - http://www.scopus.com/inward/record.url?scp=84863379816&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84863379816&partnerID=8YFLogxK
U2 - 10.1109/ICCE.2012.6161955
DO - 10.1109/ICCE.2012.6161955
M3 - Conference contribution
AN - SCOPUS:84863379816
SN - 9781457702310
T3 - Digest of Technical Papers - IEEE International Conference on Consumer Electronics
SP - 416
EP - 417
BT - 2012 IEEE International Conference on Consumer Electronics, ICCE 2012
T2 - 2012 IEEE International Conference on Consumer Electronics, ICCE 2012
Y2 - 13 January 2012 through 16 January 2012
ER -