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文章摘要
基于改进维纳滤波的运动模糊仪表图像恢复算法
Motion Blurred Restoration Algorithm of Meter Image Based on Improved Wiener Filtering
Received:August 28, 2015  Revised:September 30, 2015
DOI:
中文关键词: 运动模糊  模糊方向  维纳滤波  仪表图像
英文关键词: Motion  blurred, blurred  direction, Wiener  filtering, Meter  Image
基金项目:
Author NameAffiliationE-mail
xzy* image processing yscls2013@163.com 
ysc image processing yscls2013@163.com 
ls image processing yscls2013@163.com 
yy image processing yscls2013@163.com 
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中文摘要:
      运动模糊图像复原问题,是仪表智能读数的关键技术之一。提出了一种自适应模糊角度估计方法以有效地检测模糊方向,此方法根据极径累加值作为判断依据自适应地选取Hough变换或Radon变换获得模糊方向检测结果。提出了改进维纳滤波复原方法,实现 的自动设定,并对边缘像素的振铃效应进行抑制。实验结果表明,自适应模糊角度估计方法有效地检测到了运动模糊方向,改进维纳滤波方法获得了理想的复原结果、避免了振铃效应的出现。
英文摘要:
      Motion blurred image restoration is one of the key techniques of intelligent reading for meter. In this paper, we propose an adaptive blurred angle estimation method to detect the blurred direction effectively. According to polar accumulation value, this method judges choosing Hough transformation or Radon transformation adaptive to obtain the blurred direction detection result. We also propose an improved Wiener filtering restoration method, to achieve the automatic setting of , and restraining the ringing effect of the edge pixel. As the experimental results show that, the adaptive blurred angle estimation method detected the motion blurred direction effectively, and the improved Wiener filtering method got the ideal restoration result, avoiding the ringing effect successfully.
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