The Journal of the Society for Art and Science Cover sheet for paper submissions * Paper Types (choose one) - Original Full Paper * Paper Fieldichoose onej 2) Science/Technology * Categories (choose one or more) a-1) Computer Graphics (Modeling) d) Other ( Digital heritage ) * Special Issue Correspondence (choose onej - General Submission * Title Feature Line Extraction of Stone Tools Based on Mahalanobis Distance Metric * Author(s) 1) Shurentsetseg Erdenebayar (Student Member) 2) Kouichi Konno (Regular Member) * Author Affiliation(s) 1) Graduate School of Engineering, Iwate University, Iwate, Japan 2) Graduate School of Engineering, Iwate University, Iwate, Japan * Author E-mail Address(es) 1) shurentsetseg@lk.cis.iwate-u.ac.jp 2) konno@cis.iwate-u.ac.jp * Name, Address, Affiliation, Telephone number, Fax number, and E-mail Address of the Contact Person Erdenebayar Shurentsetseg, 020-0111 4-3-5 Ueda Morioka, Iwate, Iwate University, 09066275270, shurentsetseg@lk.cis.iwate-u.ac.jp * Abstract (approx. 100 words) In the archaeological application of stone tools, the scale drawing, which is hand-drawn from measured stone tools, is traditionally used.In the scale drawing creation, a base drawing which consists outline and ridge lines is initially drawn from geometric features of shape. If the base drawing is automatically extracted, the working hours are reduced. To overcome this issue, this paper proposes a feature line extraction method using the Mahalanobis distance metric. To verify our method, the extracted feature lines are compared to the ground truth of base drawing drawn by archaeological illustrators. We confirm the effectiveness of our method. * Keywords (around five) Base deawing, Feature line, Mahalanobis distance metric, Point clouds, Potential feature point, Thinning feature point.