Abstract: Highlights•We introduce a linear camera pair self-calibration and metric reconstruction method.•Our method upgrades a projective reconstruction assuming varying focal lengths.•We describe in two theorems the relative orientation of the camera-solutions recovered.•We introduce a focal length averaging method to improve the accuracy of our estimates.•We get multi-view reconstructions averaging multiple rotation and f. length estimates.
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