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Brendhan Givens's Projects

airtoolsii icon airtoolsii

The AIR Tools II toolbox for MATLAB accompanies the publication "AIR Tools II: algebraic iterative reconstruction methods, improved implementation", Hansen, P. C. & Jørgensen, J. S. Numer Algor (2017).

autonn icon autonn

A fast and expressive Matlab/MatConvNet deep learning API, with native automatic differentiation

bcnn icon bcnn

3D Bayesian Convolutional Neural Network (BCNN) for Uncertainty Quantification in Volumetric Segmentation. Code for the paper: https://arxiv.org/abs/1910.10793

caffe icon caffe

Caffe: a fast open framework for deep learning.

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dist_pt_line icon dist_pt_line

Matlab toolbox containing algorithms for computing distances from point to line and RANSAC for doing robust line-fit.

image-registration icon image-registration

A MATLAB library/toolbox providing access to image registration suitable for use with medical images.

imcrbm icon imcrbm

Matlab implementation of Implicit mixtures of Conditional Restricted Boltzmann Machines.

irlan icon irlan

Implicitly-restarted Lanczos implementation in MATLAB

irtools icon irtools

MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MATLAB Package of Iterative Regularization Methods and Large-Scale Test Problems" that will be published in Numerical Algorithms, 2018.

julia icon julia

The Julia Language: A fresh approach to technical computing.

kalman icon kalman

Some Python Implementations of the Kalman Filter

matconvnet-fcn icon matconvnet-fcn

A MatConvNet-based implementation of the Fully-Convolutional Networks for image segmentation

motiontigre icon motiontigre

Initial and non-optimized version of the motion compensation code, to add to TIGRE

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