Visual Tracking Based on an Improved Online Multiple Instance Learning Algorithm

Figure 1

The flow chart of object tracking by using IMIL algorithm. The locations of the solid red rectangles are the tracking results. The areas of the brown circles are the ones for selecting instances to generate the positive bags. The areas of the blue circles are the ones for the negative bags. The location of the dashed rectangle in the frame is the tracking result from the frame. The green rectangles in the frame are the candidate samples extracted from a small neighborhood of the result in the frame.