• Dr. V. Sasikala

The rising rate of usage of super resolution technique leads to an introduction to a method having improvement in the execution time and computational cost reduction. A video super resolution technique is tailored with the Restore algorithm to make use of the inter frame similarity property. Given a sequence of low resolution video frames, the QSRT (Quick Super-Resolution Technique) separates the video into keyframes and inbetween frames. The Restore algorithm is designed in such a way to shift the high resolution blocks in the keyframes to the similar blocks in the subsequent low resolution inbetween frames. This kind of restoring takes less amount of time for execution. The computational cost is less compared with the single frame super resolution technique applied to all the individual frames. The simulation results show that the proposed method outperforms the bicubic interpolation technique.

low resolution, video frames, keyframes, between frames, blocks, high resolution

"QUICK SUPER RESOLUTION TECHNIQUE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 6, page no.c60-c72, June-2022, Available :http://www.jetir.org/papers/JETIR2206206.pdf

"QUICK SUPER RESOLUTION TECHNIQUE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 6, page no. ppc60-c72, June-2022, Available at : http://www.jetir.org/papers/JETIR2206206.pdf