SR video player demo
Super-resolution are techniques that improve
image quality from low-resolution.
Multiple neighboring frames of video each provide a
rich amount of information about scene details.
Super-resolution on video can analyze multiple
frames to reconstruct a enhance frame with detail
Retrieving image stream
Algorithm : FGSR, FRSR
GPU speedup investigation
Fast General Super-Resolution (FGSR)
For general video use
Fast, cheap, bad result
Fast & Robust Super-Resolution(FRSR)
Only appropriate for translational motion
Slow, better result
Problem on super-resolution:
Insufficient information from neighboring frames
Still have much space to improve
Sina Farsiu, Dirk Robinson, Michael Elad, Peyman Milanfar.
Fast and Robust Multi-Frame Super-Resolution. In IEEE
Transactions on Image Processing2003.
Zhongding Jiang, Tien-tsin Wong, Hujun Bao. Practical
Super-Resolution from Dynamic Video Sequences. In Proc. of