SUPER RESOLUTION OF IMAGES USING HYBRID APPROACH
| Author(s) | : | Miss Nikita P Rana, Miss Sweety P Mistry, Miss Urvashi C Rana, Prof. Mihir Patel |
| Institution | : | Department of Computer science Shri S'ad Vidya Mandal Institute of Technology |
| Published In | : | Vol. 1, Issue 3 — March 2014 |
| Page No. | : | 353-356 |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
Super Resolution is a process of producing a high spatial resolution image from one or more LowResolution (LR) observation. The resolution of an image is defined as the amount of fine details that arevisible. Nowadays Super-resolution image reconstruction is a active area of research, as it is capable ofovercoming some resolution limitations of low-cost imaging sensors such as Cell phone cameras. This allowsbetter utilization of the growing capability of high-resolution displays such as high-definition LCDs. Suchresolution enhancing technology is important in medical imaging and satellite imaging where diagnosis oranalysis from low-quality images can be extremely difficult .We have proposed the approach for enhancingthe resolution of images. We exploited the shift and motion based robust super-resolution (SR) algorithm [1]and the diffusion image regularization method proposed in [2] to obtain the alias free and jerk free smooth SRimage.
Miss Nikita P Rana, Miss Sweety P Mistry, Miss Urvashi C Rana, Prof. Mihir Patel, “SUPER RESOLUTION OF IMAGES USING HYBRID APPROACH”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 1, Issue 3, pp. 353-356, March 2014.
