Image Systems Blog | Motion Analysis Insights & News

Your 50 mm lens isn't 50 mm: Why calibration beats the spec sheet

Written by Victor Persson | Oct 19, 2026, 12:41:50 PM

Look at the barrel of any lens and you will find a focal length with a nice rounded figure printed on it. It is tempting to type that number straight into your analysis software. But for many measurements, that small shortcut is where your accuracy can start to diverge.

The problem with nominal values

Manufacturer focal lengths are (more than likely) nice, rounded numbers. They also describe the lens model in general, not your specific lens, on your specific camera, focused at your specific working distance. But lenses are complex inventions, and in practice the effective focal length can be affected by:

  • Focus breathing: The focal length shifts (zooming in/out) as you change focus.
  • Manufacturing variation: Two lenses of the same model are never quite identical.
  • Your exact setup: the focus setting and working distance used in the test.

Then there is barrel distortion. Wide-angle lenses, the kind often used in crash halls to capture as much physical space as possible, bend straight lines near the edge of the frame. If that distortion is not modelled properly, a point near the edge of the image is measured in the wrong place, with major consequences in calculations downstream.

Measure instead of trusting the label

TEMA Calibration uses an automated wizard to model how your lens maps the scene onto the sensor. Instead of relying on nominal values, it solves the camera's intrinsics from your own calibration footage. The result is:

  • A measured focal length in both pixels and millimetres
  • Distortion coefficients for your lens and sensor combination
  • A calculated principal point
  • Residuals for each calibration-board point, showing exactly how well the model fits to the measured data

All for the exact lens and sensor combination you are using, not an average or ideal lens.

How the wizard works

  1. Import footage of an Image Systems calibration board and select the board code printed on its back.
  2. Track the boards major reference points, either automatically using our Autofind functionality, or place them manually and track the rest of the sequence with a single click. TEMA uses the major markers to locate the many smaller board points.
  3. Track and calibrate. TEMA Calibration automatically picks a suitable sub-selection of frames, places the dense board points, refines the board pose and collects information about the lens across the field of view.
  4. Review the report. For common lenses, residuals below 0.10 pixels indicate a strong fit.

See where you can trust the result

The report also includes a color-coded map of the camera's field of view:

Colour Meaning
Green   Strong coverage; the distortion model is well supported
Yellow   Some data, but more coverage is advised
Red   Little or no data; correction cannot be trusted there


The goal is green across the whole area where you intend to measure. If parts of the image that you expect to need are yellow or red, you can add frames that cover those regions after-the-fact, and simply calibrate again.

It is a simple, visual way to know that your measurement area is properly covered.

Calibrate once and reuse

Calibrated intrinsics can be saved and reloaded to any footage as long as the lens, focus setting and working distance stay the same. If you change the lens, refocus for a new distance or swap the camera body, you simply run the wizard again; ready to go in minutes.

Why it matters downstream

Corrected intrinsics feed straight into TEMA 3D and drive distortion correction on image diagrams across TEMA applications. That improves accuracy for triangulation, rigid-body pose, virtual planes and 3D distances. One calibrated optical baseline across all cameras in the hall means every view in a multi-camera event is measured on the same footing.

Curious how much accuracy your current setup is leaving on the table? Contact Image Systems to see TEMA Calibration in action.