3D-Perception via Support Vector Machine Regression

摘要

Reconstructing 3D scene from multipe images is one of the important tasks for mobile robot. In this paper, the authors propose a SVM (Support Vector Machine) -based stereo matching method. Two filtering methods are given in order to decrease the number of the missleading examples and effectiveness is shown with the one and two dimensional multi-valued random dot stereograms.