A photon recycling approach to the denoising of ultra-low dose X-ray sequences.
Sai Gokul HariharanNorbert StrobelChristian KaethnerMarkus KowarschikStefanie DemirciShadi AlbarqouniRebecca FahrigNassir NavabPublished in: International journal of computer assisted radiology and surgery (2018)
The results are consistent with the number of patches used, and they demonstrate that it is possible to use motion estimation techniques and "recycle" photons from previous frames to improve the image quality of the current frame. Our results are comparable in terms of CNR to Video Block Matching 3D-a state-of-the-art denoising method. But qualitative analysis by experts confirms that the denoised ultra-low dose X-ray images obtained using our method are more realistic with respect to appearance.