Parallel scanning based speed up method for detection of elliptical obstacles in high resolution images

In this paper, an object detection approach for high-resolution binary images is proposed without scanning all the pixels in the images. Here, elliptical object detection is considered, pixels on horizontal and vertical parallel lines are scanned keeping a constant gap between each two lines.