1. A method for enhancing resolution and contrast in an MRI image for execution on a magnetic resonance image (MRI) system comprising a magnet system and a controller for controlling the magnet system, comprising: applying a transient signal acquisition by the controller through the magnet system to acquire a plurality of samples of data, comprising; reducing transient signal oscillations; and acquiring a plurality of MRI samples of data; applying by the controller transient signal compensation to the plurality of samples of data to provide data with signal compensation; applying by the controller a noise reduction technique to the data with signal compensation; and using data resulting from the applying the noise reduction to generate through the controller an MRI image.