Technological advances in digitization, automatic image analysis and information management are enabling the possibility to analyze, organize and visualize large cultural datasets. As one of the key visual cues, shape feature has been used in various image analysis tasks such as handwritten character recognition [1, 5], sketch analysis [4], etc. We assess a shape descriptor, within the applicat...