Picture for Michal Pleskowicz

Michal Pleskowicz

Block-matching in FPGA

Add code
Jun 24, 2020
Rafael Pizarro Solar, Michal Pleskowicz
Figure 1 for Block-matching in FPGA
Figure 2 for Block-matching in FPGA
Figure 3 for Block-matching in FPGA
Figure 4 for Block-matching in FPGA

Block-matching and 3D filtering (BM3D) is an image denoising algorithm that works in two similar steps. Both of these steps need to perform grouping by block-matching. We implement the block-matching in an FPGA, leveraging its ability to perform parallel computations. Our goal is to enable other researchers to use our solution in the future for real-time video denoising in video cameras that use FPGAs (such as the AXIOM Beta).

* 19 pages, 15 figures, paper submitted in "CS413 - Computational Photography" at EPFL, for project repository see $\href{https://github.com/UlisesLuzius/ImageProcessingPipeline/}{\text{link}}$ 
Viaarxiv icon
Github IconAccess Paper or Ask Questions
Twitter IconFacebook IconLinkedin IconWhatsapp IconMessenger Icon