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一种基于时空切片提取摄像机运动的方法 被引量:2

An Algorithm for Camera Motion Detection Based on Spatio-Temporal Slices
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摘要 根据对视频时空切片的分析,提出了一种从视频中提取摄像机运动特征的方法:通过镜头突变检测,将视频分割为单镜头序列,再检测镜头中摄像机的运动。实验证明,该方法是鲁棒且有效的。 According to the analysis of video spatio-temporal slices, we propose a novel algorithm to detect camera motion in videos. In this paper, we first segment the video into some single-shot-sequences, then analyze camera motion in these sequences. Some experimental results show the method is effectual and robust.
出处 《电视技术》 北大核心 2004年第11期75-78,共4页 Video Engineering
关键词 时空切片 镜头检测 最近邻像素匹配法 摄像机运动 HOUGH变换 spatio-temporal slices shot change detection nearest neighbor pixel-matching algorithm camera motion Hough transform
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参考文献6

  • 1[1]Ngo Chong-wah, Pong Ting-chuen, Zhang Hong-jiang. Motion Analysis and Segmentation Through Spatio-Temporal Slices Processing. IEEE Trans. on Image Processing, 2003(3): 341-355.
  • 2[2]Ngo Chong-wah, Pong Ting-chuen, Zhang Hong-jiang. On Clustering and Retrieval of Video Shots Through Temporal Slices Analysis. IEEE Trans. on Multimedia, 2002(12):446-458.
  • 3[3]Ngo C W, Pong T C, Chin R T. Detection of gradual transitions through temporal slice analysis. Computer Vision and Pattern Recognition, 1999. IEEE Computer Society Conference on, 23-25. June 1999, 1. 41.
  • 4[4]Bouthemy P, Gelgon M, Ganansia F. A unified approach to shot change detection and camera motion characterization.IEEE Trans. on Circuits and Systems for Video Technology,1999(10): 1030-1044.
  • 5[5]Ngo Chong-wah, Pong Ting-chuen, Zhang Hong-jiang ,et al. Motion-based video representation for scene change de tection. Pattern Recognition, 2000. Proceedings. 15th International Conference on, 3-7 Sept. 2000,1. 827-830.
  • 6[6]Guil N, Villalba J. Zapata E L. A fast Hough transform for segment detection. IEEE Trans. on Image Processing,1995(11):1541-1548.

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