A method for detecting line segments in an image. The method includes receiving an image taken by a camera. The method also includes computing, using a processor, line segment array metrics for the image. The method also includes finding, using the processor, a first maximum metric from the line segment array metrics. The method also includes determining, using the processor, a first line segment for the first maximum metric, wherein a processed image is created.