TY - GEN
T1 - A method for fast digital image stabilization
AU - Xiaopeng, Wang
AU - Dongru, Lu
AU - Liang, Chen
AU - Xin, Yan
PY - 2008
Y1 - 2008
N2 - A fast digital image stabilization method based on morphological edge matching is proposed. Firstly, morphological edge detection and matching is used to estimate the local movement vectors calculated by logical correlation operator instead of pixel-wise gray arithmetic operators, the computation cost is greatly reduced. Secondly, in order to remove the undesired displacement due to several undesired conditions, the exclude decision is made to judge whether the local movement vector is desired or not, and finally global movement vector is obtained by weighted median to further enhance the reliability. Experiments show that this method is fast and efficient for image stabilization.
AB - A fast digital image stabilization method based on morphological edge matching is proposed. Firstly, morphological edge detection and matching is used to estimate the local movement vectors calculated by logical correlation operator instead of pixel-wise gray arithmetic operators, the computation cost is greatly reduced. Secondly, in order to remove the undesired displacement due to several undesired conditions, the exclude decision is made to judge whether the local movement vector is desired or not, and finally global movement vector is obtained by weighted median to further enhance the reliability. Experiments show that this method is fast and efficient for image stabilization.
UR - https://www.scopus.com/pages/publications/57649200862
U2 - 10.1109/ICNC.2008.306
DO - 10.1109/ICNC.2008.306
M3 - 会议稿件
AN - SCOPUS:57649200862
SN - 9780769533049
T3 - Proceedings - 4th International Conference on Natural Computation, ICNC 2008
SP - 177
EP - 180
BT - Proceedings - 4th International Conference on Natural Computation, ICNC 2008
T2 - 4th International Conference on Natural Computation, ICNC 2008
Y2 - 18 October 2008 through 20 October 2008
ER -