Projekt Flat-Panel CT Reconstruction [ProjFCR]
The aim of this master project is to build a state-of-the-art flat-panel CT reconstruction software.
The project is designed in two parts.
In the first part, the basics of CT reconstruction will be
developed in a group.
All participants will
create a basic CT reconstruction pipeline that is able to reconstruct flat-panel CT images.
The following topics will be taught and implemented in this course:
- Parallel-beam reconstruction
- Fan-beam reconstruction
- Cone-beam reconstruction
- Hardware-acceleration using the graphics card
In the second part, the participants will be asked to adopt the designed pipeline individually to specific problems in CT reconstruction:
- Limited field-of-view
- Limited acquisition angle
- Reconstruction with few projections
- Noise reduction
You will incorporate your work into a fully-fledged CT reconstruction and analysis tool that makes it easy to evaluate the reconstruction algorithms.
At the end of the project, the designed algorithms will be tested on a real scanner at Siemens AX, Forchheim.
Dates & Rooms:
Tuesday, 10:00 - 12:00; Room: 0.01-142
No registration is required to attend this course.
If you are interested, come to the first lecture on the 23.04.2019 at 10 a.m. in room 0.01-142 (Huber-CIP).
You can find the lecture slides here.
You can find the exercise sheets here.
You can get either 5 or 10 ECTS credits for this project. The following options are available:
5 ECTS (counts as: Hochschulpraktikum)
10 ECTS (counts as Hochschulpraktikum (5 ECTS) + Forschungspraktikum (5 ECTS), or Master Project Computer Science (10 ECTS))