Improved Super-Resolution Reconstruction From Video

@article{Wang2006ImprovedSR,
  title={Improved Super-Resolution Reconstruction From Video},
  author={C. Wang and Ping Xue and Weisi Lin},
  journal={IEEE Transactions on Circuits and Systems for Video Technology},
  year={2006},
  volume={16},
  pages={1411-1422}
}
Super-resolution (SR) reconstruction usually consists of four steps: registration, interpolation, restoration, and postprocessing. The registration precision (RP) and the initial SR image estimation (ISIE) greatly influence the quality of reconstructed images. A scheme to enhance RP and ISIE is proposed in this paper. Before the registration, each video frame is iteratively upsampled, the registration from current SR reconstructed frame and its adjacent upsampled frames are then estimated, and… CONTINUE READING
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