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GPU-accelerated-NTF-SART

This repository presents a GPU-acceleration of Lee-Seung and SART algorithms applied for additive tensor display. This work comes from, initially, Nagoya University but some modifications have been done.

Authors:

  • Armand Losfeld
  • Eline Soetens

How it works

Use CMAKE to configure the project that you can lauch further with Visual Studio Code. This programs need a GPU, CUDA programming tool, OpenCV, and a C++ compiler.

How to launch it

Generate the executable files, then launch it via a terminal. One argument can be passed: the path to the parameter file.

Parameter file

The parameter file should be in the same fom that the one provided: data/param1.txt

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  • C++ 53.0%
  • Cuda 39.7%
  • CMake 4.8%
  • C 2.5%