Low-Light Image Deblurring Based On Simple Lens System

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PubDate: May 2019

Teams: National University of Defense Technology

Writers: Dazhi Zhan; Xiangrong Zeng; Weili Li; Yu Liu; Zhihui Xiong

PDF: Low-Light Image Deblurring Based on Simple Lens System

Abstract

A method for image quality enhancement of simple lens image under low-illumination condition is presented in this paper. We first introduce an accurate camera-scene alignment framework that generates exactly matched and tone-consistent image pairs to estimate blur kernel. We then use the cross-channel matrix obtained in the tone curve calibration to restore the details of the blurred image. Finally, the clear image is restored by non-blind deconvolution and compared with other methods to prove the advantages of our method.

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