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Active Visual Inference of Surface Shape (Lecture Notes in by Roberto Cipolla

By Roberto Cipolla

This monograph is dedicated to the matter of inferring geometric information regarding arbitrarily curved surfaces from visible cues; this can be a significant challenge in computing device imaginative and prescient with instant relevance for robotic manipulation and navigation. the writer develops computational theories and strategies touching on visible info coming up from viewer routine to the differential geometry of noticeable surfaces. The theories built were applied and verified utilizing a real-time monitoring method in response to deformable contours. purposes of the recommendations to geometric modelling, trouble avoidance, navigation, and item manipulation are offered.

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Additional resources for Active Visual Inference of Surface Shape (Lecture Notes in Computer Science)

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Furthermore, if image accelerations are also computed then full surface curvature (local 3D shape) can be computed along a contour generator. Giblin and Weiss demonstrated this for orthographic projection and planar motion [85] (Appendix B). We now generalise these results to arbitrary non-planar, curvilinear viewer motion and perspective projection. This requires the choice of a suitable spatio-temporal parameterisation for the image, q(s, t), and surface, r(s, t). 6). However the spatio-temporal parameterisation of the family is not uniquc.

2. Surface Shape from the Deformation of Apparent Contours The maximum and minimum normal curvatures are called the principal curvatures. The corresponding directions are called the principal directions 3 It will now be shown how to make these quadratic forms explicit from image measurable quantities. This requires relating the differential geometry of the surface to the analysis of visual motion. 3 Imaging model A monocular observer can determine the orientation of any ray projected on to its imaging surface.

4. 5: Cusps and contour-endings. The tangent to the contour generator and the ray are parallel when viewing along an asymptotic direction of the surface. A cusp is generated in the projection of the contour generator, seen as an ending of the apparent contour for an opaque surface. The ending-contour will always be concave. It is however diI~cult to detect and localise in real images. A synthetic image of a torus (a} and its edges (b} are shown. The edges were detected by a Marr-Hildreth edge finder [78].

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