Digital video stabilization through Curve Warping Techniques

被引:34
|
作者
Bosco, Angelo [1 ]
Bruna, Arcangelo [1 ]
Battiato, Sebastiano [2 ]
Bella, Giuseppe [2 ]
Puglisi, Giovanni [2 ]
机构
[1] STMicroelect, AST, Imaging Team, Catania Lab, Catania, Italy
[2] Univ Catania, I-95124 Catania, Italy
关键词
video stabilization; dynamic time warping; global motion estimation;
D O I
10.1109/TCE.2008.4560078
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The widespread diffusion of hand-held devices with video recording capabilities requires the adoption of reliable Digital Stabilization methods to enjoy the acquired sequences without disturbing jerkiness. In order to effectively get rid of the unwanted camera movements, an estimate of the global motion between adjacent frames is necessary. This paper presents a novel approach for estimating the global motion between frames using a Curve Warping technique known as Dynamic Time Warping. The proposed algorithm guarantees robustness also in Presence of sharp illumination changes and moving objects(1).
引用
收藏
页码:220 / 224
页数:5
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