antoinewdg / automated-denoising-chain

GPU accelerated noise detection and removal on images

Automated denoising chain

Implementation of state of the art noise detection and denoising algorithm, with GPU acceleration of the bottlenecks using Numba CUDA (enables writing CUDA kernels in Python)

• Analysis and Extension of the Ponomarenko et al. Method, Estimating a Noise Curve from a Single Image
• Non-Local Means Denoising