function makeDepthImageFromPoints(typeData)
% This code is copyrighted by Stanford University.
% Author: Ashutosh Saxena, Justin Drieymeyer
% Code cannot be used for commercial purposes.
% Use of the code, if used with permission from authors, must acknowledge:
% Learning to Grasp Novel Objects using Vision,
% Ashutosh Saxena, Justin Driemeyer, Justin Kearns, Chioma Osondu, Andrew Y. Ng. In 10th International Symposium on Experimental Robotics, ISER, 2006.
% Robotic Grasping of Novel Obects,
% Ashutosh Saxena, Justing Driemeyer, Justin Kearns, Andrew Y. Ng, In Neural Information Processing Systems (NIPS), 2006.
% More details at: http://ai.stanford.edu/~asaxena/learninggrasp/
% Version 0.1:   Aug 2006.




if nargin < 1
  typeData = 'emptyDishwasher';
end

perceptionParameters;
global syntheticDataDirectory nDimForGrasp nNeighbors nDimNeighbors scratchDataDirectory

directoryName = [syntheticDataDirectory '/' typeData '/']
nFiles = length(dir([directoryName 'graspPriorityWidth_' typeData '*.png']))

nearDist = 0;
farDist = 1.2;

segSize = (farDist - nearDist) / 3;
segments = nearDist + [0 segSize 2*segSize 3*segSize];

for pic = 0:0;%(nFiles-1)

  A = (imread([directoryName typeData sprintf('%04d', pic) '.png'], 'png'));

  points = load([directoryName 'xyz_points' sprintf('%02d', pic) '.txt']);

  depthImage = zeros(size(A, 1), size(A, 2), 3);
  depthVector = [points(:, 1:2) (sqrt((points(:, 3:5).^2) * ones(3,1)))];
  depthSegments = points(:, 1:2);
  for seg = 1:(length(segments)-1)
    greaterThanThisVal = segments(seg);
    inThisSeg = (depthVector(:, 3) > segments(seg)) & (depthVector(:, 3) <= segments(seg+1));
    beyondThisSeg = (depthVector(:, 3) > segments(seg+1));
    renormedSegment = (inThisSeg .* (depthVector(:, 3) - segments(seg)) / segSize) + beyondThisSeg;
    depthSegments = [depthSegments renormedSegment];
  end
  
  for pointsRow = 1:(size(depthSegments, 1))
    depthImage(depthSegments(pointsRow, 1), depthSegments(pointsRow, 2), 1:3) = depthSegments(pointsRow, 3:5);
  end
  
  imwrite(depthImage, [directoryName 'depth_' typeData sprintf('%04d', pic) '.png'], 'png');
end