How does resizing an image affect the intrinsics?
Hi there, i have calibrated a camera using images at 1280 * 720. the intrinsic data is:
<cameraResolution>
1280 720</cameraResolution>
<camera_matrix type_id="opencv-matrix">
<rows>3</rows>
<cols>3</cols>
<dt>d</dt>
<data>
6.5700301862152855e+02 0. 6.4669706479436286e+02 0.
6.5700301862152855e+02 3.4711751174913059e+02 0. 0. 1.</data></camera_matrix>
So the focal length is:
657.003018
and the center pixels are:
cx = 646.69706
cy = 347.11751
Now, to speed up my algorithm, I have resized the images by half, to give a resolution of:
640
360
My question is, how do I need to adjust my intrinsic matrix to match? I assume i need to half the cx and cy values, but the focal stays the same? Is this correct?
Thank you.