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<https://discovery.ucl.ac.uk/id/eprint/10087819> <http://purl.org/dc/terms/title> "Refractive Two-View Reconstruction for Underwater 3D Vision"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/eprint/10087819> <http://purl.org/ontology/bibo/abstract> "Recovering 3D geometry from cameras in underwater applications involves the Refractive Structure-from-Motion problem\r\nwhere the non-linear distortion of light induced by a change of medium density invalidates the single viewpoint assumption.\r\nThe pinhole-plus-distortion camera projection model suffers from a systematic geometric bias since refractive distortion\r\ndepends on object distance. This leads to inaccurate camera pose and 3D shape estimation. To account for refraction, it is\r\npossible to use the axial camera model or to explicitly consider one or multiple parallel refractive interfaces whose orientations\r\nand positions with respect to the camera can be calibrated. Although it has been demonstrated that the refractive camera model\r\nis well-suited for underwater imaging, Refractive Structure-from-Motion remains particularly difficult to use in practice when\r\nconsidering the seldom studied case of a camera with a flat refractive interface. Our method applies to the case of underwater\r\nimaging systems whose entrance lens is in direct contact with the external medium. By adopting the refractive camera model,\r\nwe provide a succinct derivation and expression for the refractive fundamental matrix and use this as the basis for a novel twoview reconstruction method for underwater imaging. For validation we use synthetic data to show the numerical properties\r\nof our method and we provide results on real data to demonstrate its practical application within laboratory settings and for\r\nmedical applications in fluid-immersed endoscopy. We demonstrate our approach outperforms classic two-view Structurefrom-Motion method relying on the pinhole-plus-distortion camera model."^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/eprint/10087819> <http://purl.org/dc/terms/date> "2020" .
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<https://discovery.ucl.ac.uk/id/document/1115467> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/1115453> .
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