... there are some state- input sequenceswhere an additional computation must be done in order todecide on the next state, namely when the state machine arrives at the state AI (6). A state- input sequence ... Finite -State Machine for Hypothesizing on the PixelClassification. A finite -state machine describes the dynamicbehavior of a discrete system as a set of input symbols, aset of possible states, ... determinedby past states and inputs of the system. Thus, an FSMcan be considered to record information about the past ofthe system it describes. Therefore, by defining a state machine whose states are...