Stereo reconstruction from polycentric panoramas


by Huang, F, Wei, SK and Klette, R
Abstract:
The paper defines polycentric panoramas as a generalized model of panoramic images which covers a wide range of previously introduced models such as single-center panoramas, multi-perspective panoramic images, or concentric panoramic images. This paper presents geometric fundamentals towards the stereo reconstruction of scenes or objects based on captured pairs of polycentric panoramas. The paper discusses the image acquisition model, epipolar geometry and basics of correspondence analysis. The derived general epipolar curve theorem holds for pairs of polycentric panoramas. This is briefly illustrated by adjusting the general formula of the theorem to specific panoramic image pairs. Experimental results (for two different types of polycentric panoramas) towards stereo reconstruction also demonstrate the practical relevance of the derived geometric fundamentals.
Reference:
Stereo reconstruction from polycentric panoramas (Huang, F, Wei, SK and Klette, R), In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Verlag, volume 1998, 2001.
Bibtex Entry:
@inproceedings{huang2001stereopanoramas,
author = "Huang, F and Wei, SK and Klette, R",
booktitle = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
pages = "209--218",
publisher = "Springer Verlag",
title = "Stereo reconstruction from polycentric panoramas",
volume = "1998",
year = "2001",
abstract = "The paper defines polycentric panoramas as a generalized model of panoramic images which covers a wide range of previously introduced models such as single-center panoramas, multi-perspective panoramic images, or concentric panoramic images. This paper presents geometric fundamentals towards the stereo reconstruction of scenes or objects based on captured pairs of polycentric panoramas. The paper discusses the image acquisition model, epipolar geometry and basics of correspondence analysis. The derived general epipolar curve theorem holds for pairs of polycentric panoramas. This is briefly illustrated by adjusting the general formula of the theorem to specific panoramic image pairs. Experimental results (for two different types of polycentric panoramas) towards stereo reconstruction also demonstrate the practical relevance of the derived geometric fundamentals.",
isbn = "3540416943",
issn = "0302-9743",
eissn = "1611-3349",
keyword = "Epipolar geometry",
keyword = "Panoramic images",
keyword = "Stereo reconstruction",
language = "eng",
}