Perspective Compensation when Measuring Distances on an Image with a known reference distance
I am trying to calculate the real world distance of an arbitrary line drawn along the field of view from a one point perspective, single camera setup.
I will have a known distance running parallel. How can I find the compensation factor I need to apply to the pixel length of the measuring line?
Do I have to take into account the distance from the vanishing point, as the length per pixel increases the nearer you get to the vanishing point? Do I need to use the gradient of the known line to give me a rate of change?
I have been reading up on cross ratios but I don't understand if they are applicable in this scenario as I seem to be measuring in the opposite direction in respect to the vanishing point to apply this.
you would also have to measure the radial distortion of the camera that was used.
Thanks. This doesn't have to be 100% accurate so I may just ignore the radial distortion at the moment as the camera doesn't distort that much. Once I can find the correct calculations I shall take that into account to improve accuracy.