A Public Video Dataset for Road Transportation Applications
Författare
Summary, in English
Video data and the tools for automated analysis have a great potential to be used in road traffic research, particularly road safety. In this project a video dataset is built and made public so that researchers can evaluate their algorithms on it. The dataset focuses on the traffic research applications (data from real research projects) and provides recordings of the traffic scenes, meta-data, camera calibration, ground truth, protocols for comparing algorithms and software tools and libraries for reading/presenting the data. To the authors’ knowledge, this public dataset is the first of its kind. With the proposed dataset, researchers get access to a large variety of recordings representing different traffic, weather and lighting conditions to evaluate and compare different tools and applications. As a consequence, discussions between computer vision and transportation researchers are expected to increase, contributing to more collaborations and better tools, more accurate and user-friendly, to obtain automatically rich traffic data from video.
Avdelning/ar
Publiceringsår
2014
Språk
Engelska
Fulltext
Dokumenttyp
Konferensbidrag
Ämne
- Transport Systems and Logistics
- Mathematics
Conference name
93th TRB Annual Meeting
Conference date
2014-01-12 - 2014-01-16
Conference place
Washington DC, United States
Status
Published
Forskningsgrupp
- Mathematical Imaging Group