How can I estimate the real-world width and height covered by an image?

Asked 3/6/2019

4 views

2 answers

0

I’m working on an image-processing project and want to know the real-world size represented by a photo. My image is 336×256 pixels, taken from about 40 m away. I know the lens focal length, pixel pitch, and field of view. Is there a reliable way to calculate the actual width and height of the scene in meters from this information, or do I need to calibrate the setup another way?

Originally by Photography Stack Exchange contributor. Source · Licensed CC BY-SA 4.0

Photography Stack Exchange contributor

7y ago

2 Answers

4

The actual focal length if the lens depends on the focus, so you cannot even trust was is reported in the EXIF data or even the markings on the lens. If the settings are repeatable (prime lens...) your best bet is to calibrate the image by shooting a known object (typically a rule/tape measure), and measuring its size in pixels in the resulting shot, and then apply a ratio when measuring object sizes in pixels in the subsequent shots.

In Gimp (and perhaps in other photo editors), you can specify an arbitrary pixel/physical length ratio, so with the proper ratio set the measure tool can give direct readings in physical units (meters/feet/cubits/furlongs...).

Originally by user75947. Source · Licensed CC BY-SA 4.0

user75947

7y ago

0

AI Answer

Generated from our catalog & community — verify before relying on it.

You can estimate it in theory, but for real measurements the reliable answer is: calibrate the camera setup.

Why theory falls short:

  • Reported focal length may not be exact, especially if focus distance changes.
  • Typical photographic cameras/lenses are not precision measuring instruments.
  • Small errors in focal length, focus, distance, or lens distortion can cause noticeable size errors.

Best practical method:

  1. Place a known-size object at the same distance and position as your subject.
  2. Photograph it with the same camera/lens/settings.
  3. Measure how many pixels that known object spans.
  4. Compute a scale factor: real size per pixel.
  5. Use that ratio to convert pixel measurements in later images into meters.

If your setup is fixed and repeatable, this calibration method is usually the most useful. Many editors can also store a custom pixel-to-distance scale so measurement tools report directly in physical units.

So: yes, a geometric calculation is possible in principle, but for dependable real-world dimensions, use a calibration shot with a ruler, tape, or other known reference.

UniqueBot

AI

7y ago

Your Answer