Welcome to NLSAM’s documentation!¶
This is the documentation detailing the internal of the non local spatial and angular matching (NLSAM) denoising algorithm for diffusion MRI, which is available at https://github.com/samuelstjean/nlsam.
You can find the original paper and full details of the algorithm as presented in
St-Jean, S., Coupé, P., & Descoteaux, M. (2016) "Non Local Spatial and Angular Matching : Enabling higher spatial resolution diffusion MRI datasets through adaptive denoising." Medical Image Analysis, 32(2016), 115–130.
You can find below the documentation for each modules and a few instructions on topics such as noise estimation and detailed installation instructions.