Combining deblurring and denoising for handheld HDR imaging in low light conditions

  • Authors:

  • Pandya Lakshman

  • Affiliations:

  • Geeta Computer Engineering Co. Ltd., Kanpur, India

  • Venue:
  • Proceedings of the 7th ACM international conference on Computing frontiers
  • Year:
  • 2010

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Abstract

This paper proposes a probability formulation that unifies both single-image deblurring and multi-image denoising using variational inference. Based on this formulation, a new algorithm for deblurring a noisy and blurry image pair is presented. Besides, we provide also an approach that combines existing optical flow and image denoising techniques for High Dynamic Range imaging.