Title :
Trinocular stereo image rectification in closed-form only using fundamental matrices
Author_Institution :
Math., Inf. & Stat., CSIRO, North Ryde, NSW, Australia
Abstract :
Trinocular stereo image rectification is a process to transform a set of three images into a new set so that the epipolar lines in the transformed images have the same direction as the image row or column and matching epipolar lines in different images have the same row or column indices to enable an efficient and reliable dense stereo matching. In this paper we propose a new closed-form method to rectify three-view stereo images just using fundamental matrices. The algorithm involves only direct and purely geometric transformation processes. No iteration or optimization process is involved in our method. Real images have been used for testing purposes, and accurate results have been obtained using our algorithm.
Keywords :
image matching; matrix algebra; stereo image processing; transforms; closed-form trinocular stereo image rectification; epipolar line matching; fundamental matrices; geometric transformation process; image column; image row; image transformation; reliable dense stereo matching; three-view stereo images; Trinocular stereo images; closed-form; epipole; fundamental matrix; rectification;
Conference_Titel :
Image Processing (ICIP), 2013 20th IEEE International Conference on
Conference_Location :
Melbourne, VIC
DOI :
10.1109/ICIP.2013.6738456