1. A method for tracking a target object in sequential frames of images comprising: determining a first tracking position associated with a target object in one frame of an image sequence; generating, by a processor, a plurality of normal templates about the first tracking position of the target object, and a plurality of blur templates; generating, by the processor, a plurality of bounding boxes about the first tracking position in a subsequent image frame of potential object tracking positions; combining a loss function and a l 1 +l 1 /l 2 if mixed norm; and generating, by the processor, for each of the plurality of bounding boxes surrounding a location of the target object in a subsequent image frame, a reconstruction error that one bounding box has a maximum probability that it is the target object tracking result.