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5. Equation and Coordinate System Definitions: Intrinsics

burritobrittany edited this page Jul 17, 2020 · 2 revisions

Intrinsics and Distortion

The intrinsic vector is defined as the following:

CIRN Intrinsics Variable Caltech Variable Symbol Description
intrinsics(1) nx Number of pixel columns
intrinsics(2) ny Number of pixel rows
intrinsics(3) cc(1) Uo U component of principal point, defined from top left corner of image
intrinsics(4) cc(2) Vo V component of principal point, defined from top left corner of image
intrinsics(5) fc(1) fx U components of focal lengths (in pixels)
intrinsics(6) fc(2) fy V components of focal lengths (in pixels)
intrinsics(7) kc(1) d1 Radial Distortion Coefficient
intrinsics(8) kc(2) d2 Radial Distortion Coefficient
intrinsics(9) kc(5) d3 Radial Distortion Coefficient
intrinsics(10) kc(3) d1 Tangential Distortion Coefficient
intrinsics(11) kc(4) d2 Tangential Distortion Coefficient

The equations for converting undistorted UV image coordinates to distorted coordinates is the following using symbols defined above. The model is defined in [3].

Normalize Distances in homogenous camera coordinates

Eqn8_9

Radial Distortion

Eqn10_11

Tangential Distortion

Eqn12_13

Apply Distortion Correction

Eqn14_15

Convert Back to Image Coordinates

Eqn16_17

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