SuRmob - Super-resolution in Mobile Devices
Super-resolution is a mathematical algorithm that combines multiple low-resolution input images and creates one image of higher resolution. We provide an efficient implementation that runs in mobile devices equipped with digital cameras.
The Android application is available. You can download a demo application (tested on Nexus 5), which performs SR.
Algorithm:
|
|
1) Acquire multiple images in a burst mode |
2) Registration with subpixel accuracy | 3) Interpolation on high-resolution grid | 4) Deconvolution of the high-res. image |
|
|
|
|
How super-resolution goes beyond the standard camera resolution?
 |
Input image |
 |
Super-resolution from 5 images |
 |
Super_resolution from 10 images |
Supplementary material: demo video
You can download a demo application (tested on Nexus 5), which performs SR on the central region of photos.
More examples:
Move your mouse over the captured photos to see the restored images in better quality. Notice that not only noise is removed but also small details are restored, which is the result of super-resolution. By clicking on the images you can download the input and output photos in full resolution.
|
|
| Compare the output with: the original jpeg image the reference "raw" input image |
|
| Details: | funded by Artemis No. 621439, "Almarvi" and GACR No. GA13-29225S |
| Duration: | 2014-2017 |
| Contact person: | Filip Sroubek |
| Involved people: | Barbara Zitova, Jan Kamenický, Ondřej Šindelář |
Publications:
 |
Algorithms, Design Methods, and Many-Core Execution Platform for Low-Power Massive Data-Rate Video and Image Processing Artemis No. 621439 |
| Attachment | Size |
|---|---|
| Mobile SR demonstration video (srdemo.avi) | 10.1 MB |
| Mobile SR examples (mobilesrphotos.zip) | 16.7 MB |
| SRCamera v1.4 Demo Application | 1.52 MB |