BM3D Frames and Variational Image Deblurring
作者： K. Egiazarian , V. Katkovnik , A. Danielyan
关键词: Deblurring 、 Image (mathematics) 、 Mathematical optimization 、 Algorithm design 、 Minification 、 Image restoration 、 Matching (graph theory) 、 Convergence (routing) 、 Iterative reconstruction 、 Mathematics
摘要: … of the BM3D image modeling and introduce BM3D-frames (… OVERCOMPLETE BM3D IMAGE MODELING BM3D is a … recall the concept of the BM3D modeling. This algorithm can …
arxiv-vanity.com
harvard.edu
acm.org
arxiv.org 参考文章(24)
Xue-Cheng Tai, Chunlin Wu, Augmented Lagrangian Method, Dual Methods and Split Bregman Iteration for ROF Model international conference on scale space and variational methods in computer vision. pp. 502- 513 ,(2009) , 10.1007/978-3-642-02256-2_42
Dimitri P. Bertsekas, Constrained Optimization and Lagrange Multiplier Methods ,(2014)
R. Neelamani, H. Choi, R. Baraniuk, ForWaRD: Fourier-wavelet regularized deconvolution for ill-conditioned systems IEEE Transactions on Signal Processing. ,vol. 52, pp. 418- 433 ,(2004) , 10.1109/TSP.2003.821103
Vladimir Katkovnik, Alessandro Foi, Karen Egiazarian, Jaakko Astola, From Local Kernel to Nonlocal Multiple-Model Image Denoising International Journal of Computer Vision. ,vol. 86, pp. 1- 32 ,(2010) , 10.1007/S11263-009-0272-7
You-Wei Wen, Michael K. Ng, Wai-Ki Ching, Iterative Algorithms Based on Decoupling of Deblurring and Denoising for Image Restoration SIAM Journal on Scientific Computing. ,vol. 30, pp. 2655- 2674 ,(2008) , 10.1137/070683374
Yilun Wang, Junfeng Yang, Wotao Yin, Yin Zhang, A New Alternating Minimization Algorithm for Total Variation Image Reconstruction Siam Journal on Imaging Sciences. ,vol. 1, pp. 248- 272 ,(2008) , 10.1137/080724265
Francisco Facchinei, Generalized Nash Equilibrium Problems A Quarterly Journal of Operations Research. ,vol. 5, pp. 173- 210 ,(2007) , 10.1007/S10288-007-0054-4
O.G. Guleryuz, Weighted Averaging for Denoising With Overcomplete Dictionaries IEEE Transactions on Image Processing. ,vol. 16, pp. 3020- 3034 ,(2007) , 10.1109/TIP.2007.908078
Karen Egiazarian, Kostadin Dabov, Alessandro Foi, Vladimir Katkovnik, Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering IEEE Transactions on Image Processing. ,vol. 16, pp. 2080- 2095 ,(2007) , 10.1109/TIP.2007.901238