Reconstruction of Canal Surfaces from Single Images Under Exact Perspective

This paper addresses the reconstruction of canal surfaces from single images. A canal surface is obtained as the envelope of a family of spheres of constant radius, whose center is swept along a space curve, called axis. Previous studies either used approximate relationships (quasi-invariants), or they addressed the recognition based on a geometric model. In this paper we show that, under broad conditions, canal surfaces can be reconstructed from single images under exact perspective. In particular, canal surfaces with planar axis can even be reconstructed from a single fully-uncalibrated image. An automatic reconstruction method has been implemented. Simulations and experimental results on real images are also presented.

[1]  Alberto Del Bimbo,et al.  Metric 3D reconstruction and texture acquisition of surfaces of revolution from a single uncalibrated view , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Ramakant Nevatia,et al.  Shape from Contour: Straight Homogeneous Generalized Cylinders and Constant Cross Section Generalized Cylinders , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  Jean Ponce,et al.  Finding the limbs and cusps of generalized cylinders , 2004, International Journal of Computer Vision.

[4]  Jean Ponce,et al.  Invariant Properties of Straight Homogeneous Generalized Cylinders and Their Contours , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[5]  Michel Dhome,et al.  Finding the perspective projection of an axis of revolution , 1991, Pattern Recognit. Lett..

[6]  J.R. Kender,et al.  On Seeing Spaghetti: Self-Adjusting Piecewise Toroidal Recognition of Flexible Extruded Objects , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[7]  Jiri Matas,et al.  Estimation of Curvature and Tangent Direction by Median Filtered Differencing , 1995, ICIAP.

[8]  Terrance E. Boult,et al.  Correction to "Recovery of SHGCs From a Single Intensity View" , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[9]  Andrew Zisserman,et al.  Viewpoint-invariant representation of generalized cylinders using the symmetry set , 1994, Image Vis. Comput..

[10]  Andrew P. Witkin,et al.  Shape from Contour , 1980 .

[11]  John F. Canny,et al.  A Computational Approach to Edge Detection , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[12]  Terrance E. Boult,et al.  Recovery of SHGCs From a Single Intensity View , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[13]  Ramakant Nevatia,et al.  Three-Dimensional Descriptions Based on the Analysis of the Invariant and Quasi-Invariant Properties of Some Curved-Axis Generalized Cylinders , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[14]  Ramakant Nevatia,et al.  Part-Based 3D Descriptions of Complex Objects from a Single Image , 1999, IEEE Trans. Pattern Anal. Mach. Intell..