Stereo Matching Using Independent Component Analysis

  • Jeon, S.H. (Sogang univ. Robotics & Viosion Lab) ;
  • Lee, K.H. (Sogang univ. Robotics & Viosion Lab)
  • Published : 2003.11.03

Abstract

Signal is composed of the independent components that can describe itself. These components can distinguish itself from any other signals and be extracted by analysis itself. This algorithm is called Independent Component Analysis (ICA) and image signal is considered as linear combination of independent components and features that is the weighted vector of independent component. This algorithm is already used in order to extract the good feature for image classification and very effective In this paper, we'll explain the method of stereo matching using independent component analysis and show the experimental result.

Keywords