Tensor voting a perceptual organization approach to computer vision and machine learning /

• Main Author: Mordohai, Philippos.
• Other Authors: Medioni, Gérard.
• Format: Electronic
• Language: English
• Published: San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : Morgan & Claypool Publishers, c2006.
• Edition: 1st ed.
• Series: Synthesis lectures on image, video, and multimedia processing ; #8.
• Subjects: Computer vision.; Machine learning.; Three-dimensional imaging.
• Online Access: Abstract with links to full text

This lecture presents research on a general framework for perceptual organization that was conducted mainly at the Institute for Robotics and Intelligent Systems of the University of Southern California. It is not written as a historical recount of the work, since the sequence of the presentation is...

Table of Contents:

• Introduction
• Tensor voting
• Stereo vision from a perceptual organization perspective
• Tensor voting in ND
• Dimensionality estimation manifold learning and function approximation
• Boundary inference
• Figure completion
• Conclusions
• References.