Pattern recognition for the time-of-propagation counter

In the barrel region at the Belle II detector, a time-of-propagation (TOP) counter is foreseen for particle identification. In this counter the particle identity is determined from a complicated pattern in the time and the position of Cherenkov photon hits. We present an extended likelihood method for particle identification, which is based on an analytical construction of the likelihood function.