Mantid Imaging contains tools for loading data from neutron imaging experiments, preprocessing to enhance images and tomographic reconstruction into 3 dimensional data that can be output for further analysis.
Mantid Imaging makes use of a range of algorithms, some from external tools including Astra, Tomopy, Algotom and the Core Imaging Library. Many of these are optimised for multithreading and GPU computing.
Mantid Imaging is written in Python and requires a CUDA capable GPU for full functionality. It runs on Linux and Windows. See Installation for more details.
See the User Guide for an example taking data from a set of images to full reconstruction.
The Operations Window provides a selection of tools and filters to process and enhance the 2D images before running the reconstruction.
Remove all stripes
Remove dead stripes
Remove large stripes
Remove stripes with filtering
Remove stripes with sorting and fitting
More details on using these are available in the API Reference and User Guide.
Mantid Imaging offers several reconstruction algorithms
FBP_CUDA - Filtered Backprojection
SIRT_CUDA - Simultaneous Iterative Reconstruction Technique
CIL: PDHG-TV - Core Imaging Library
Mantid Imaging offers a spectrum viewer where users can select many regions of interest (ROI) for time of flight (TOF) data and view the spectrum of each ROI. The spectrum viewer can be used to export the spectrum of each ROI and its respective coordinates to a separate csv file.
The spectrum viewer can be accessed from the main menu under “Workflow” > “Spectrum Viewer”.
Centre of Rotation.
Consists of images stacks plus additional files or metadata, such as flat and dark frames, and log files.
A single 2D recorded by the experiment. Typically loaded from TIFF files.
- Image Stack
A set of multiple related images, for example images of the same object from a range of angles.
The original image formed by the unscattered/unabsorbed neutrons reaching the imaging detector.
Region of Interest. A cropped part of an image.
A projection of all rotations of a single slice through an object. Each point in the slice becomes a sinusoidal line. Also known as a Radon transform.
The process of creating a 3D model if an object from a series 2D images taken at a range angles through it.
Time of Flight. The time taken for a neutron to travel from the source to the detector.