结合各向异性扩散和高阶扩散的视频盲去模糊复原方法A Video Blind Deblurring Method Based on Anisotropic Diffusion and High-order Diffusion
张乐平
摘要(Abstract):
为了能够有效的去除模糊,得到高质量的视频图像,提出了一种结合各向异性扩散和高阶扩散的视频盲去模糊方法.利用基于全变差的各向异性扩散和shock滤波器来准确提取模糊视频中每幅模糊图像帧的大尺度边缘,并利用提取的大尺度边缘,结合稀疏性约束来对模糊退化函数进行准确的估计;在模糊视频图像的复原阶段,为了保证连续的视频图像帧之间的时间一致性,在视频的时间轴上,提出了一种基于高阶扩散的连续性正则化约束项,以在时间上对连续的视频图像帧进行较好的一致性约束.提出的方法能够在较好复原模糊视频的同时有效地抑制复原视频中的振铃瑕疵,同时进一步增强复原视频中的时间一致性.
关键词(KeyWords): 模糊视频盲复原;各向异性扩散;模糊退化函数;高阶扩散;时间连续性
基金项目(Foundation):
作者(Author): 张乐平
DOI: 10.16393/j.cnki.37-1436/z.20170424.005
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