1. A method for object-of-interest image de-blurring, comprising: determining an object region of an object-of-interest in an image; determining a motion vector of the object-of-interest; determine a scaling factor: and generating a de-blurred object region by processing the object region using a deconvolution filter formulated from the motion vector and the scaling factor.