1. A method for adaptively controlling an imaging system comprising: constructing model feature characteristics of a process over time; determining parameters and commands for controlling the imaging system for each state of the process; performing data acquisition for the process; extracting current features of the process from the acquired data; matching the current features with the model feature characteristics to determine a state of the process; and controlling the data acquisition based on the state of the process to produce optimized data.