CVApr 17, 2016
Some medical applications of example-based super-resolution
arXiv:1604.04926v1
Originality Synthesis-oriented
AI Analysis
This work suggests incremental applications of an existing method to a new domain (medical imaging), potentially aiding in medical diagnostics.
The paper proposes applying example-based super-resolution (EBSR) to medical imaging, specifically introducing 'x-ray voxelization' to approximate CT scan results from x-ray images, but it does not provide concrete results or numbers.
Example-based super-resolution (EBSR) reconstructs a high-resolution image from a low-resolution image, given a training set of high-resolution images. In this note I propose some applications of EBSR to medical imaging. A particular interesting application, which I call "x-ray voxelization", approximates the result of a CT scan from an x-ray image.