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Implement a function to compute and draw epipolar lines given a fundamental matrix. The fundamental matrix is a key concept in Epipolar Geometry, which describes the relationship between two images of the same scene taken from different viewpoints. This relationship is crucial in Depth Estimation tasks, as it allows us to infer the 3D structure of the scene from 2D images.
To find the epipolar line in image 2 corresponding to a point in image 1, we can use the following process:
This technique is widely used in computer vision applications, such as stereo vision and structure from motion.
Point and F matrix
Epipolar line coefficients
l = F @ [x, y, 1]