作者投稿和查稿 主编审稿 专家审稿 编委审稿 远程编辑

计算机工程 ›› 2007, Vol. 33 ›› Issue (14): 198-200. doi: 10.3969/j.issn.1000-3428.2007.14.070

• 多媒体技术及应用 • 上一篇    下一篇

一种基于自适应梯度的运动估计算法

王新卫,周利莉,肖永隆   

  1. (信息工程大学信息工程学院,郑州 450002)
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2007-07-20 发布日期:2007-07-20

Motion Estimation Algorithm Based on Adaptive Gradients

WANG Xinwei, ZHOU Lili, XIAO Yonglong   

  1. (College of Information Engineering, Information Engineering University, Zhengzhou 450002)
  • Received:1900-01-01 Revised:1900-01-01 Online:2007-07-20 Published:2007-07-20

摘要: 给出了一种基于Horn-Schunck的改进光流估计算法,计算了当前帧的前向梯度、后向梯度,根据代价函数自适应地选择前向梯度与后向梯度,减小光流估计时的遮挡问题。试验表明该算法是有效的。

关键词: 运动估计, 自适应梯度, Horn-Schunck法, 遮挡问题

Abstract: This paper presents a motion estimation algorithm based on the Horn-Schunck optical flow estimation method. The first step estimates the forward gradients and backward gradients of the current frame. Through selecting the gradients adaptive to reduce the occlusion problem in computing optical flow, the algorithm is implemented on different kinds of video sequences and good segmentation results are achieved.

Key words: motion estimation, adaptive gradient, Horn-Schunck method, occlusion problem

中图分类号: