Image restoration via Bayesian dictionary learning with nonlocal structured beta process

Journal of Visual Communication and Image Representation, pp. 159-169, 2018.

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Abstract:

•Nonlocal structured beta process is proposed to exploit the structure prior.•Does not depend on noise variance and robust due to non-parametric property.•The performance of image denoising and inpainting are improved.

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