Geometric calibration of a camera or a stereoscopic vision sensor

Reference frames and changes of reference frames

The tridimensional space of the scene is fitted with its orthonormal reference frame . Each of the two cameras has its own orthonormal reference frame: we will call them left camera reference frame and right camera reference frame . Figure 12 illustrates those three reference frames as well as the rigid transformations allowing the expression of a point in another reference frame.


   
    Figure 12: The three tridimensional reference frames of the stereovision sensor
Figure 12: The three tridimensional reference frames of the stereovision sensor [zoom...]

With those conventions, we can write the following relations down:

(20)

These equations show us that the three transformations are not independent since we can determine one of them by using the two others:

(21)
(22)
(23)

When a point of the scene is simultaneously visible by both cameras, it gives us two points: for the left camera and for the right one. Using the geometric model of the camera and the relation of dependence between the three reference frames and , we can write the relations of and according to M:

(24)
(25)
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