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Camera Calibration

Definition

The process of determining the camera's intrinsic parameters: focal length, principal point, and lens distortion coefficients. Calibration can be done from a target of known geometry (e.g., a checkerboard), or estimated from scene constraints.

Key parameters
Focal length, principal point, lens distortion coefficients
Common target
Checkerboard pattern of known geometry
Alternative
Estimation from scene constraints (known reference lengths)
Field use
Photogrammetric height and distance estimation from CCTV

Common questions

Why does calibration matter for CCTV height estimation?+

Lens distortion and an unknown focal length bend straight lines and distort scale near the frame edges. Without correcting for these, a person's estimated height from footage can be off by several centimetres, enough to weaken or exclude a comparison.

Can a camera be calibrated after the recording was made?+

Yes, if the same camera and lens setting are still available, or if the scene itself contains objects of known, measurable dimension. This scene-constraint approach is common in casework where the original camera can no longer be tested directly.

What happens if calibration is skipped?+

Measurements taken from the footage carry unquantified error, which a court or opposing expert can challenge. Reporting a height or distance without a calibration step undermines the reliability of the estimate.

Related terms

Homography
A 3x3 projective transformation matrix that maps one plane to another. For a flat scene (a floor, a wall, a road surface),...
Projective Geometry
The mathematical framework describing how 3D points are mapped to 2D image coordinates through the camera model. Lines remain lines, but distances...
Structure-from-Motion (SfM)
A photogrammetric technique in which overlapping images from a drone or camera, processed by software, generate a three-dimensional point cloud and textured...
Uncertainty Propagation
The mathematical process of carrying measurement errors through a calculation to estimate the error in the final result. For photogrammetric measurements, it...
Vanishing Point
The image point where a set of parallel real-world lines converges due to perspective. Identifying vanishing points for multiple sets of parallel...

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