1. Signal and noise transfer in spatiotemporal quantum-based imaging systems.
- Author
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Akbarpour R, Friedman SN, Siewerdsen JH, Neary JD, and Cunningham IA
- Subjects
- Data Interpretation, Statistical, Fluoroscopy methods, Fourier Analysis, Radiographic Image Enhancement, Reference Values, Scattering, Radiation, Stochastic Processes, Technology, Radiologic methods, Time Factors, X-Rays, Artifacts, Information Theory, Quantum Theory, Signal Processing, Computer-Assisted, Time
- Abstract
Fourier-based transfer theory is extended into the temporal domain to describe both spatial and temporal noise processes in quantum-based medical imaging systems. Lag is represented as a temporal scatter in which the release of image quanta is delayed according to a probability density function. Expressions describing transfer of the spatiotemporal Wiener noise power spectrum through quantum gain and scatter processes are derived. Lag introduces noise correlations in the temporal domain in proportion to the correlated noise component only. The effect of lag is therefore dependent on both spatial and temporal physical processes. A simple model of a fluoroscopic system shows that image noise is reduced by a factor that is similar to Wagner's information bandwidth integral, which depends on the temporal modulation transfer function.
- Published
- 2007
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