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2009 WRI World Congress on Computer Science and Information Engineering
Video Mosaic with Block Matching and M-Estimation
Los Angeles, California USA
March 31-April 02
ISBN: 978-0-7695-3507-4
Video mosaic is to make a wide or a panoramic image from video sequence by assembling the individual overlapping video frames. In this paper a technique is presented for video mosaic, which employs block matching based on phase correlation and robust M-estimation method. Initial point correspondences between each pair of consecutive frames are computed by block matching method based on phase correlation, then M-estimation method is used to identify and reject outliers and the alignment parameters between the consecutive frames is subsequently estimated by Levenberg-Marquardt iterative nonlinear minimization algorithm. Some mosaic examples are constructed to testify the availability of this approach.
Index Terms:
video mosaic, block matching, phase correlation, M-estimation
Citation:
Li Zhong-xin, Xu Wan-he, Zhang Yue, Mao Yao-bin, Wang Zhi-quan, "Video Mosaic with Block Matching and M-Estimation," csie, vol. 6, pp.632-635, 2009 WRI World Congress on Computer Science and Information Engineering, 2009
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