How Many Photons Do We Need in Coded Aperture Imaging?
- type:Bachelor thesis or student research project
- tutor:
Tobias Meißner
tobias.meissner@medma.uni-heidelberg.de -
Motivation:
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.
Project:
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 taskNotes:
- 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