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annotate python/tests/cvutils.txt @ 930:7db0f2853bfd
corrected projection back to image space
author | Nicolas Saunier <nicolas.saunier@polymtl.ca> |
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date | Thu, 13 Jul 2017 00:31:54 -0400 |
parents | be28a3538dc9 |
children | 66f382852e61 |
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1 >>> import cv2, cvutils |
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2 >>> from numpy import array, round, ones, dot, linalg, absolute |
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3 >>> img = cv2.imread("../samples/val-dor-117-111.png") |
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4 >>> width = img.shape[1] |
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5 >>> height = img.shape[0] |
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Nicolas Saunier <nicolas.saunier@polymtl.ca>
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6 >>> intrinsicCameraMatrix = array([[ 377.42, 0. , 639.12], [ 0. , 378.43, 490.2 ], [ 0. , 0. , 1. ]]) |
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7 >>> distortionCoefficients = array([-0.11759321, 0.0148536, 0.00030756, -0.00020578, -0.00091816])# distortionCoefficients = array([-0.11759321, 0., 0., 0., 0.]) |
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Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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8 >>> multiplicationFactor = 1.31 |
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Nicolas Saunier <nicolas.saunier@polymtl.ca>
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9 >>> [map1, map2] = cvutils.computeUndistortMaps(width, height, multiplicationFactor, intrinsicCameraMatrix, distortionCoefficients) |
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10 >>> undistorted = cv2.remap(img, map1, map2, interpolation=cv2.INTER_LINEAR) |
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11 >>> (undistorted.shape == array([int(round(height*multiplicationFactor)), int(round(width*multiplicationFactor)), 3])).all() |
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12 True |
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13 >>> imgPoints = array([[[150.,170.],[220.,340.],[340.,440.],[401.,521.]]]) |
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Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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14 >>> newCameraMatrix = cv2.getDefaultNewCameraMatrix(intrinsicCameraMatrix, (int(round(width*multiplicationFactor)), int(round(height*multiplicationFactor))), True) |
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Nicolas Saunier <nicolas.saunier@polymtl.ca>
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15 >>> undistortedPoints = cv2.undistortPoints(imgPoints, intrinsicCameraMatrix, distortionCoefficients, P = newCameraMatrix).reshape(-1, 2) |
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16 >>> invNewCameraMatrix = linalg.inv(newCameraMatrix) |
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17 >>> tmp = ones((imgPoints[0].shape[0], 3)) |
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18 >>> tmp[:,:2] = undistortedPoints |
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19 >>> reducedPoints = dot(invNewCameraMatrix, tmp.T).T |
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20 >>> origPoints = cv2.projectPoints(reducedPoints, (0.,0.,0.), (0.,0.,0.), intrinsicCameraMatrix, distortionCoefficients)[0].reshape(-1,2) |
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21 >>> (round(origPoints[1:,:]) == imgPoints[0][1:,:]).all() |
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22 True |
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23 >>> (absolute(origPoints[0,:]-imgPoints[0][0,:])).max() < 6. |
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24 True |
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25 >>> origPoints = cvutils.projectArray(None, undistortedPoints.T, intrinsicCameraMatrix, distortionCoefficients, newCameraMatrix).T |
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parents:
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26 >>> (round(origPoints[1:,:]) == imgPoints[0][1:,:]).all() |
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27 True |
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28 >>> (absolute(origPoints[0,:]-imgPoints[0][0,:])).max() < 6. |
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parents:
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29 True |