Image fusion on Jetson TX2

What is this ?

It's parallelized implementation of multi-scale image decomposition algorithms. Current impl. includes CUDA based Lift-DWT and Mallat-DWT. Additionally there is an initial impl. of Mallat-DWT parallelized with OpenMP for multi-core CPUs. Finally, current cuda based software accelerates data transfers on Jetson TX2.

Features

• Asynchronous cuda-streams.
• Pipelined-overlap I/O transfers with a computation kernels.

Requierments ?

1. C++11 compiler
2. CMake 3.x
3. CUDA libs and headers

How to build ?

1. git clone /dst
2. cd /dst
3. mkdir build
4. cd build
5. cmake ..
6. make

References

1. Real-time fusion of visible and thermal infrared images in surveillance applications on SoC hardware. https://doi.org/10.1117/12.2325391

2. Implementation of the DWT in a GPU through a Register-based Strategy. https://doi.org/10.1109/TPDS.2014.2384047

3. https://github.com/PabloEnfedaque/CUDA_DWT_RegisterBased