def genericCameraMatrix(shape, angularField=60):
'''
Return a generic camera matrix
[[fx, 0, cx],
[ 0, fy, cy],
[ 0, 0, 1]]
for a given image shape
'''
# http://nghiaho.com/?page_id=576
# assume that the optical centre is in the middle:
cy = int(shape[0] / 2)
cx = int(shape[1] / 2)
# assume that the FOV is 60 DEG (webcam)
fx = fy = cx / np.tan(angularField / 2 * np.pi /
180) # camera focal length
# see
# http://docs.opencv.org/doc/tutorials/calib3d/camera_calibration/camera_calibration.html
return np.array([[fx, 0, cx],
[0, fy, cy],
[0, 0, 1]
], dtype=np.float32)
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