EPI analysis of omni-camera image

Author

Kawasaki, Hiroshi ; Ikeuchi, Katsushi ; Sakauchi, Masao

Author_Institution

Inst. of Ind. Sci., Tokyo Univ., Japan

Volume

1

fYear

2000

fDate

2000

Firstpage

379

Abstract

The paper describes an efficient method to obtain 3D information from omni-camera images using epipolar-plane image (EPI) analysis. Two types of omni cameras are employed to make a spatio-temporal volume, which is a sequence of omni images stacked in the spatio-temporal space. For the EPI analysis of omni image, we examine different types of cross sections in such spatio-temporal volumes. To conduct the EPI analysis realisticly, we must find out the cross section on which the vertical straight lines in the real world are preserved as straight lines. We define such a cross section as omni EPI. To acquire 3D information using the characteristics of the omni EPI, we propose model based EPI analysis. To demonstrate the effectiveness of this method, we present experimental results using an omni video of outdoor environments

Keywords

feature extraction; image matching; image sensors; 3D information; cross sections; epipolar-plane image analysis; omni video; omni-camera images; spatio-temporal space; spatio-temporal volume; vertical straight lines; Cameras; Computational efficiency; Data mining; Feature extraction; Image analysis; Information analysis; Mirrors; Motion analysis; Robustness; Stacking;

fLanguage

English

Publisher

ieee

Conference_Titel

Pattern Recognition, 2000. Proceedings. 15th International Conference on

Conference_Location

Barcelona

ISSN

1051-4651

Print_ISBN

0-7695-0750-6

Type

conf

DOI

10.1109/ICPR.2000.905357

Filename

905357