Geometry in computer vision

Eight-point algorithm

The eight-point algorithm is an algorithm used in computer vision to estimate the essential matrix or the fundamental matrix related to a stereo camera pair from a set of corresponding image points. It was introduced by Christopher Longuet-Higgins in 1981 for the case of the essential matrix. In theory, this algorithm can be used also for the fundamental matrix, but in practice , described by Richard Hartley in 1997, is better suited for this case. The algorithm's name derives from the fact that it estimates the essential matrix or the fundamental matrix from a set of eight (or more) corresponding image points. However, variations of the algorithm can be used for fewer than eight points. (Wikipedia).

Eight-point algorithm
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Total least squares | Matrix norm | Fundamental matrix (computer vision) | Singular value decomposition | Homogeneous linear equation | Trifocal tensor | Epipolar geometry | Essential matrix