High-quality motion deblurring from a single image

Qi Shan

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Jiaya Jia (贾佳亚)

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Aseem Agarwala

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ACM Trans. Graph., pp. 1-10, 2008.

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unified probabilistic modelfilteringunblurred image restorationmotion deblurringmotion blurMore(11+)

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7 Conclusion and Discussion In this paper, we have proposed a novel image deconvolution method to remove camera motion blur from a single image by minimizing errors caused by inaccurate blur kernel estimation and image noise

Abstract:

We present a new algorithm for removing motion blur from a single image. Our method computes a deblurred image using a unified probabilistic model of both blur kernel estimation and unblurred image restoration. We present an analysis of the causes of common artifacts found in current deblurring methods, and then introduce several novel te...More

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