单目计算机视觉中线性和二次基元的投影姿态估计

Ferri M., Mangili F., Viano G.
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引用次数: 45

摘要

本文论述了透视几何在单视角三维场景分析中的重要性。给出了特殊基本构型透视反演的解析方法。处理四种构型:(1)四个共面段;(2)三个正交段;(3)圆弧;(4)二次公转。给出了所开发的方法的完整和彻底的说明。在不同的应用程序上下文中说明了所选原语的重要性。给出了构型(3)和(4)在实像上的实验结果。
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Projective Pose Estimation of Linear and Quadratic Primitives in Monocular Computer Vision

In this paper the relevance of perspective geometry for 3D scene analysis from a single view is asserted. Analytic procedures for perspective inversion of special primitive configurations are presented. Four configurations are treated: (1) four coplanar segments; (2) three orthogonal segments; (3) a circle arc; (4) a quadric of revolution. A complete and thorough illustration of the developed methodologies is given. The importance of the selected primitives is illustrated in different application contexts. Experimental results on real images are provided for configurations (3) and (4).

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