How Many Photons Do We Need in Coded Aperture Imaging?
- type:Bachelor thesis or student research project
Handheld γ-cameras with coded aperture collimators are under investigation for intra-operative imaging in nuclear medicine. Unlike other type of collimators, a coded aperture offers the possibility for 3D reconstruction of point sources in the nearfield, but requires image reconstruction.
Left: Coded Aperture in comparison to other collimation techniques. Right: The lateral position is encoded by the shadow’s shift, the axial position by the shadow’s size.
Modern sensors like the Timepix3 chip, allow to measure the incidence of single γ-photons. Thus, the exact number of captured photons can be measured, but the relationship between the reconstruction result and the photon count remains unclear.
The goal of this project is to analyze the influence of simulated photon counts on the reconstruction results. Initially, a metric need to be chosen, and then the question on how to set up the experiment can be tackled. Partially software already exists, but the main corpse is your task
- The thesis can be written in German or English
- Programming knowledge in image processing and Python is essential
- Motivation, fun at scientific work, and the contribution of own ideas are most welcome