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By Mikael Åkerholm, Ivica Crnković, Goran Mustapić

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8. Flash/no-flash denoising. 2 for the joint bilateral filter. 22 for the guided (Fig. 9). The binary mask can be obtained from graph-cut or other segmentation methods, and is used as the filter input p. The guidance I is the color image. A similar function “Refine Edge” can be found in the commercial software Adobe Photoshop CS4. We can also compute an accurate matte using the closed-form solution [2]. In Fig. 9 we compare our results with the Photoshop Refine Edge and the closed-form solution. Our result is visually comparable with the closedform solution in this short hair case.

8. Motion-aware Fluttered Shutter. (a) is the PSF and the MTF under constant velocity. 8pixels/chop) using the same sequence as in (a). (d) is the PSF/MTF using our motion-aware sequence. (e) and (f) are synthetically blurred images of (b) using acceleration PSFs in (c) and (d). (g) and (h) are the corresponding deblurred images, (i) and (j) show the close-up views. 6 Conclusion and Limitations We have presented a new fluttered-shutter-based motion estimation and deblurring framework. Our method adopts the fluttered-shutter point-spread-function (FS-PSF) model to uniformly describe blur kernels under general motions.

Gaussian kd-trees for fast highdimensional filtering. In: SIGGRAPH (2009) 18. : Noise estimation from a single image. In: CVPR (2006) 19. : Multiscale shape and detail enhancement from multi-light image collections. In: SIGGRAPH (2007) 20. : Real-time video abstraction. In: SIGGRAPH (2006) 21. : Joint bilateral upsampling. In: SIGGRAPH (2007) 22. : Progressive inter-scale and intra-scale non-blind image deconvolution. In: SIGGRAPH (2008) 23. : Segmentation using eigenvectors: A unifying view. In: ICCV (1999) 24.

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