CASIA OpenIR  > 智能制造技术与系统研究中心  > 多维数据分析
Single-image blind deblurring for non-uniform camera-shake blur
Xu Yuquan; Wang Lu; Hu Xiyuan; Peng Silong
2013
Conference Name11th Asian Conference on Computer Vision ACCV 2012
Pagespp 336-348
Conference Date2012/11/5-2012/11/9
Conference Place韩国Daejeon Korea Republic of Korea
AbstractIn this paper we address the problem of estimating latent sharp image and unknown blur kernel from a single motion-blurred image. The blur results from camera shake and is spatially variant. Meanwhile the blur kernel of motion has three degrees of freedom i.e. translations and in-plane rotation. In order to solve this problem we first analyzed the homography blur model for the non-uniform camera-shake blur. We simplified the model to 3-dimensional camera motion which can be accelerated by exploiting the fast Fourier transform to process subsequent image deconvolution. We then proposed an effective method to handle the blind image-deblurring problem by the image decomposition which does not need to segment the image into local subregions under the assumption of spatially invariant blur. Experimental results on both synthetic and real blurred images show that the presented approach can successfully remove various kinds of blur.
Keyword
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/12873
Collection智能制造技术与系统研究中心_多维数据分析
Corresponding AuthorXu Yuquan
Recommended Citation
GB/T 7714
Xu Yuquan,Wang Lu,Hu Xiyuan,et al. Single-image blind deblurring for non-uniform camera-shake blur[C],2013:pp 336-348.
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