Dynamic World Modeling Using Vertical Line Stereo

This paper describes a real time 3-D vision system which uses stereo matching of vertical edge segments. The system is designed to permit a mobile robot to avoid obstacles and to position itself within an indoor environment. The system uses real time edge tracking to lock onto stereo matches. Stereo matching is performed using a global version of dynamic programming for matching stereo segments.

[1]  Patrick Stelmaszyk,et al.  A Fast and Reliable Token Tracker , 1988, MVA.

[2]  D.J. Kriegman,et al.  Stereo vision and navigation in buildings for mobile robots , 1989, IEEE Trans. Robotics Autom..

[3]  Takeo Kanade,et al.  Stereo by Intra- and Inter-Scanline Search Using Dynamic Programming , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Christophe Discours Analyse du mouvement par mise en correspondance d'indices visuels. (Measuring image flow by feature tracking) , 1990 .

[5]  James L. Crowley,et al.  Measuring Image Flow By Tracking Edge-lines , 1988, [1988 Proceedings] Second International Conference on Computer Vision.

[6]  Richard O. Duda,et al.  Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.

[7]  James L. Crowley,et al.  Measurement and Integration of 3-D Structures By Tracking Edge Lines , 1990, ECCV.