A Data Set Providing Synthetic and Real-World Fisheye Video Sequences

Conference contribution
(Conference Contribution)


Publication Details

Author(s): Eichenseer A, Kaup A
Editor(s): IEEE
Publication year: 2016
Conference Proceedings Title: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
Pages range: 1541-1545
ISBN: 978-1-4799-9988-0
ISSN: 2379-190X
Language: English


Abstract

In video surveillance as well as automotive applications, so-called fisheye cameras are often employed to capture a very wide angle of view. As such cameras depend on projections quite different from the classical perspective projection, the resulting fisheye image and video data correspondingly exhibits non-rectilinear image characteristics. Typical image and video processing algorithms, however, are not designed for these fisheye characteristics. To be able to develop and evaluate algorithms specifically adapted to fisheye images and videos, a corresponding test data set is therefore introduced in this paper. The first of those sequences were generated during the authors' own work on motion estimation for fish-eye videos and further sequences have gradually been added to create a more extensive collection. The data set now comprises synthetically generated fisheye sequences, ranging from simple patterns to more complex scenes, as well as fisheye video sequences captured with an actual fisheye camera. For the synthetic sequences, exact information on the lens employed is available, thus facilitating both verification and evaluation of any adapted algorithms. For the real-world sequences, we provide calibration data as well as the settings used during acquisition. The sequences are freely available via www.lms.lnt.de/fisheyedataset/.


FAU Authors / FAU Editors

Eichenseer, Andrea
Lehrstuhl für Multimediakommunikation und Signalverarbeitung
Kaup, André Prof. Dr.-Ing.
Lehrstuhl für Multimediakommunikation und Signalverarbeitung


How to cite

APA:
Eichenseer, A., & Kaup, A. (2016). A Data Set Providing Synthetic and Real-World Fisheye Video Sequences. In IEEE (Eds.), Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (pp. 1541-1545). Shanghai, CN.

MLA:
Eichenseer, Andrea, and André Kaup. "A Data Set Providing Synthetic and Real-World Fisheye Video Sequences." Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shanghai Ed. IEEE, 2016. 1541-1545.

BibTeX: 

Last updated on 2019-18-04 at 12:23