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2.3.4 Effect on Homology Error

Mathematically, the ``true'' position of the source from an image containing a specific number of counts may be statistically given as the peak or mean of the Gaussian distribution, within , the standard deviation. When visually locating homologous points in 3-D however, the exact location of a corresponding point in a SPECT image is not made up of a single source but of an activity distribution. Locating homologous points exactly is therefore not only dependent on the system's fidelity but also on variable information density and the visual perception process such that the practice of homologous point selection in a lower resolution image is effectively the same as randomly sampling a position on the system PSRF of the corresponding point in the SPECT image. Upon successive trials at selecting a point on the SPECT image which is exactly homologous to the same point in the MR data, it may be found that the spatial distribution of the point chosen from the SPECT data follows the normal probability distribution. This concept is used to simulate the homology error in the point simulations. Registration error, as it depends on finite homology error, is dependent on the system's spatial resolution in this context.



Next: 2.3 Information from Brain Up: 2.2 Spatial Resolution Previous: 2.2.1 Linear Systems


lukban@pet.mni.mcgill.ca
Wed Jan 18 14:28:16 EST 1995