This paper proposes to use the natural image statistics to reconstruct a potential image from a blurred image. The compressive sensing theory and ?1minimization technique is employed to iteratively estimate the image gradient.
© 2009 OSA
(100.0100) Image processing : Image processing
(100.3020) Image processing : Image reconstruction-restoration
(110.0110) Imaging systems : Imaging systems
(110.3010) Imaging systems : Image reconstruction techniques
Z. Wen, D. Fraser, and A. Lambert, "Image Restoration Using Natural Image Statistics," in Frontiers in Optics 2009/Laser Science XXV/Fall 2009 OSA Optics & Photonics Technical Digest, OSA Technical Digest (CD) (Optical Society of America, 2009), paper STuC7.
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