Unaided stereo vision based pose estimation
Warren, Michael, McKinnon, David, He, Hu, & Upcroft, Ben (2010) Unaided stereo vision based pose estimation. In Australasian Conference on Robotics and Automation (ACRA 2010), 1-3 December 2010, Brisbane, Queensland.
This paper presents the development of a low-cost sensor platform for use in ground-based visual pose estimation and scene mapping tasks. We seek to develop a technical solution using low-cost vision hardware that allows us to accurately estimate robot position for SLAM tasks. We present results from the application of a vision based pose estimation technique to simultaneously determine camera poses and scene structure. The results are generated from a dataset gathered traversing a local road at the St Lucia Campus of the University of Queensland. We show the accuracy of the pose estimation over a 1.6km trajectory in relation to GPS ground truth.
Impact and interest:
Citation counts are sourced monthly from and citation databases.
These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science® generally from 1980 onwards.
Citations counts from theindexing service can be viewed at the linked Google Scholar™ search.
Full-text downloads displays the total number of times this work’s files (e.g., a PDF) have been downloaded from QUT ePrints as well as the number of downloads in the previous 365 days. The count includes downloads for all files if a work has more than one.
|Item Type:||Conference Paper|
|Keywords:||Stereo Vision, Vision, Pose Estimation, Bundle Adjustment|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Adaptive Agents and Intelligent Robotics (080101)|
|Divisions:||Past > Research Centres > Australasian CRC for Interaction Design (ACID)|
|Copyright Owner:||Copyright 2010 Please consult the authors.|
|Deposited On:||09 Feb 2011 01:49|
|Last Modified:||29 Feb 2012 14:33|
Repository Staff Only: item control page