Dept. of Computer Sc. » Pattern Recognition » Courses » WS 15/16 » Projekt Flat-Panel CT Reconstruction [ProjFCR]
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 two week 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
The slides used in the seminar are mostly taken from the lecture "Diagnostic Medical Image Processing". You can find them here.
The slides for the OpenCL lecture can be downloaded here.
The exercises will be available online using this link.