Abstract: The paper discusses an experiment on Intelligent Scissors interactive segmentation technique on selected images with the aim to assess suitability for specific types of images. In this experiment accuracy of the segmentation has been assessed by computing Jaccard Index, Dice Coefficient and Hausdorrf Distance on segmented and ground truth images. In this experiment Intelligent Scissors was not found to be effective on certain images, particularly when images have similarity in foreground and background, at least in few areas, if not in entirety, along the object boundary.