Learning Weighted Forest and Similar Structure for Image Super Resolution

[1]  David J. Field,et al.  Sparse coding with an overcomplete basis set: A strategy employed by V1? , 1997, Vision Research.

[2]  Luc Van Gool,et al.  Jointly Optimized Regressors for Image Super‐resolution , 2015, Comput. Graph. Forum.

[3]  Lei Zhang,et al.  Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization , 2010, IEEE Transactions on Image Processing.

[4]  Junjun Jiang,et al.  Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means , 2017, IEEE Transactions on Multimedia.

[5]  Truong Q. Nguyen,et al.  Markov Random Field Model-Based Edge-Directed Image Interpolation , 2007, IEEE Transactions on Image Processing.

[6]  Xinbo Gao,et al.  Learning local dictionaries and similarity structures for single image super-resolution , 2018, Signal Process..

[7]  Michael Elad,et al.  Generalizing the Nonlocal-Means to Super-Resolution Reconstruction , 2009, IEEE Transactions on Image Processing.

[8]  Peyman Milanfar,et al.  Kernel Regression for Image Processing and Reconstruction , 2007, IEEE Transactions on Image Processing.

[9]  R. Keys Cubic convolution interpolation for digital image processing , 1981 .

[10]  Raanan Fattal,et al.  Image and video upscaling from local self-examples , 2011, TOGS.

[11]  Xinbo Gao,et al.  Fast single image super-resolution using sparse Gaussian process regression , 2017, Signal Process..

[12]  William T. Freeman,et al.  Example-Based Super-Resolution , 2002, IEEE Computer Graphics and Applications.

[13]  Thomas S. Huang,et al.  Image Super-Resolution Via Sparse Representation , 2010, IEEE Transactions on Image Processing.

[14]  Lei Zhang,et al.  An edge-guided image interpolation algorithm via directional filtering and data fusion , 2006, IEEE Transactions on Image Processing.

[15]  Gaofeng Meng,et al.  Edge-Directed Single-Image Super-Resolution Via Adaptive Gradient Magnitude Self-Interpolation , 2013, IEEE Transactions on Circuits and Systems for Video Technology.

[16]  Xuelong Li,et al.  Single Image Super-Resolution With Non-Local Means and Steering Kernel Regression , 2012, IEEE Transactions on Image Processing.

[17]  Guangtao Zhai,et al.  Single Image Super-resolution With Detail Enhancement Based on Local Fractal Analysis of Gradient , 2013, IEEE Transactions on Circuits and Systems for Video Technology.

[18]  Xuelong Li,et al.  Single Image Super-Resolution With Multiscale Similarity Learning , 2013, IEEE Transactions on Neural Networks and Learning Systems.

[19]  M. Elad,et al.  $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation , 2006, IEEE Transactions on Signal Processing.