摘要: 分析了运动模糊图像的退化模型和恢复过程,改进了一种运动模糊图像的恢复方法。先通过图像系统辨识方法求解PSF函数,进而在频域和时域完成运动模糊图像的恢复,并就运动模糊图像进行逆滤波恢复、维纳滤波恢复和时域反卷积恢复进行了理论说明,比较了各自的优缺点。最后给出了几种恢复效果的对比实验结果。
关键词:
图像恢复,
点扩散函数,
反卷积,
逆滤波,
维纳滤波,
系统辨识
Abstract: This paper analyses the degradation model and restoration process of motion-blurred images and improves a restoration method for motion-blurred images. It works out PSF by system identification , and then restorates images in frequency domain and time domain. It also explicates inverse filter, weiner filter and deconvolution in time domain for motion-blurred images and compare their advantages and disadvantages. Finally it displays the experiment results.
中图分类号:
明文华,孔晓东,屈磊,梁栋. 运动模糊图像的恢复方法研究[J]. , 2004, 30(07): 137-139.
MING Wenhua, KONG Xiaodong, QU Lei, LIANG Dong. Research on Restoration of Motion-blurred Images[J]. , 2004, 30(07): 137-139.