个人信息Personal Information
教授
硕士生导师
性别:女
毕业院校:大连理工大学
学位:博士
所在单位:信息与通信工程学院
学科:信号与信息处理
办公地点:创新园大厦A516房间
联系方式:maxh@dlut.edu.cn
电子邮箱:maxh@dlut.edu.cn
Subspace Video Stabilization Based on Matrix Transformation and Bezier Curve
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论文类型:会议论文
发表时间:2016-02-14
收录刊物:EI、CPCI-S
页面范围:270-274
关键字:Matrix transformation; Bezier curve; mesh warp; video stabilization
摘要:Video stabilization improves video quality by removing undesirable jitter to receive stable and comfortable video sequences. This paper proposes a new approach for subspace video stabilization. To make feature trajectories factorization more accurate, we segment feature trajectories into fragments to construct local trajectory matrices, then obtain smooth trajectories based on subspace constraint, matrix transformation and Bezier curve. Finally, according to the original feature points and the final corresponding stable feature points, we use mesh warp to receive high-quality and plausible videos. Experiments show that our method can generate comparable results with regard to some other state-of-the-art video stabilization methods, furthermore in some scenes our results are better than theirs.