This paper introduces a new straight edge detector in gray-level images based on blurred segments, digital objects able to imbed quality measurements on the extracted features. This study completes previous works with a better estimation of the blurred segment width and orientation, with two main improvements: adaptive directional scans and the control of the assigned width to the detection algorithm.