Removing artifacts using gradient projection from a single image
Image artifacts caused by image deconvolution usually make people feel regretful. Especially for image deconvolution algorithm which is used for restoring motion blurred image. The artifacts removing is challenging for conventional image deconvolution approach. In this paper, we propose a novel method that removes artifacts from a deconvolved image which caused by image deconvolution. Firstly, blur method is used to get a blurred version of the original artifacts image. Secondly, gradient projection algorithm is used to adjust the gradient of the original image with the blurred image for reference. Finally, the Poisson solution is adopted to reconstruct the final high quality and artifacts free image. Moreover, the artifacts are also reduced at the Poisson interpolation stage. The experiments demonstrate that our algorithms are efficient.
image artifacts image restoration deringing deconvolution Poisson equation gradient projection
Bo Song Shenwen Gong Chunjian Ren
School of Information Science and Technology, Qingdao University of Science & Technology,Qingdao, P. School of Information Science and Technology, Qingdao University of Science & Technology, Qingdao, P School of Computer Science and Technology, Donghua University, Shanghai, P.R.China
国际会议
桂林
英文
1-6
2011-11-01（万方平台首次上网日期，不代表论文的发表时间）