1. A method of stabilizing video captured using a pixel array and a rolling shutter, the method comprising: determining a motion vector for individual rows of a current frame of the pixel array; identifying a reference time during the acquisition of the current frame to which all pixels of the current frame are mapped; and using the motion vectors, mapping the location of pixels in the current frame to a mapped frame associated with the reference time.