function [landmark_labels] = standardise_landmarks(landmarks) left_to_frontal_map = [17,28; 18,29; 19,30; 20,31; 21,34; 22,32; 23,39; 24,38; 25,37; 26,42; 27,41; 28,52; 29,51; 30,50; 31,49; 32,60; 33,59; 34,58; 35,63; 36,62; 37,61; 38,68; 39,67]; right_to_frontal_map = [17,28; 18,29; 19,30; 20,31; 21,34; 22,36; 23,44; 24,45; 25,46; 26,47; 27,48; 28,52; 29,53; 30,54; 31,55; 32,56; 33,57; 34,58; 35,63; 36,64; 37,65; 38,66; 39,67]; landmark_labels = zeros(68,2); if(size(landmarks,1) == 39) % Determine if the points are clock-wise or counter clock-wise % Clock-wise points are facing left, counter-clock-wise right sum = 0; for k=1:11 step = (landmarks(k+1,1) - landmarks(k,1)) * (landmarks(k+1,2) + landmarks(k,2)); sum = sum + step; end if(sum > 0) % First need to resample the face outline as there are 9 % points in the near-frontal and 10 points in profile for % the outline of the face outline = iterate_piece_wise(landmarks(1:10,:), 9); brow = iterate_piece_wise(landmarks(13:16,:), 5); landmark_labels(1:9,:) = outline; landmark_labels(18:22,:) = brow; landmark_labels(left_to_frontal_map(:,2),:) = landmarks(left_to_frontal_map(:,1),:); else outline = iterate_piece_wise(landmarks(10:-1:1,:), 9); brow = iterate_piece_wise(landmarks(16:-1:13,:), 5); landmark_labels(9:17,:) = outline; landmark_labels(23:27,:) = brow; landmark_labels(right_to_frontal_map(:,2),:) = landmarks(right_to_frontal_map(:,1),:); end else landmark_labels = landmarks; end end