1. A method for segmenting an object region of interest from an image, comprising: detecting each corner in at least a portion of a captured image; acquiring edges of the object from the captured image based on the detected corners; clustering the detected corners based on corners on the acquired edges; and segmenting an image region in the captured image formed by the clustered corners as a region of interest that likely includes the object.