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31 July 2002 Image stabilization for object tracking
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Proceedings Volume 4875, Second International Conference on Image and Graphics; (2002) https://doi.org/10.1117/12.477085
Event: Second International Conference on Image and Graphics, 2002, Hefei, China
Abstract
Image stabilization can be used in a variety of tasks in which dynamic image analysis is required, such as video steering, robot video monitoring, object tracking and wearable system. In this paper, we present a motion model to estimate the motion parameters for image stabilization by using feature points extracted from consecutive frames. Motion compensation is achieved by warping the current frame to a reference frame whose selection depends on different compensation methods. The experimental result shows that the stabilization rate is up to 25 frames per second with tracking window size 1 12x 128 pixels.
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Jun Wang and Yunde Jia "Image stabilization for object tracking", Proc. SPIE 4875, Second International Conference on Image and Graphics, (31 July 2002); https://doi.org/10.1117/12.477085
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