Fast video super-resolution via classification

@article{Simonyan2008FastVS,
  title={Fast video super-resolution via classification},
  author={Karen Simonyan and Sergey Grishin and Dmitriy Vatolin and Dmitriy Popov},
  journal={2008 15th IEEE International Conference on Image Processing},
  year={2008},
  pages={349-352}
}
In this paper we propose a novel super-resolution algorithm based on motion compensation and edge-directed spatial interpolation succeeded by fusion via pixel classification. Two high-resolution images are constructed, the first by means of motion compensation and the second by means of edge-directed interpolation. The AdaBoost classifier is then used to fuse these images into an high-resolution frame. Experimental results show that the proposed method surpasses well-known resolution… CONTINUE READING
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