I. Introduction
Time-of-flight positron emission tomography (TOF-PET) can enhance the signal-to-noise ratio (SNR) of the reconstructed images by estimating the interaction position of annihilation photons along the line of response (LOR) [1], [2]. Compared to non-TOF-PET, the TOF gain factor for the SNR of the reconstructed image roughly follows the formula , where L is the size of the object (such as the human body or brain), c is the speed of light, and is the coincidence time resolution (CTR) of the positron emission tomography (PET) system. This is equivalent to an effective gain increase of for the system sensitivity [3], [4].