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Original Articles

Moments-based stereo camera egomotion analysis and results for long-range trajectories

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Pages 35-41 | Received 17 Nov 2011, Accepted 07 Jul 2012, Published online: 06 Dec 2013

References

  • Broggi A., Medici P., Cardarelli E., Cerri P., Giacomazzo A. and Finardi N.. Development of the control system for the VisLab intercontinental autonomous challenge, Proc. 13th Int. IEEE Conf. on Intelligent transportation systems: ITSC ’10, Madeira Island, Portugal, September 2010, IEEE, 635–640.
  • Napier A., Sibley G. and Newman P.. Real-time bounded-error pose estimation for road vehicles using vision, Proc. 13th Int. IEEE Conf. on Intelligent transportation systems: ITSC ’10, Madeira Island, Portugal, September 2010, IEEE, 1141–1146.
  • Puddy J. and Smith P.. Safety challenges in deploying unmanned ground vehicles in real world environments, Proc. 5th IET Int. Conf. on System safety, Manchester, UK, October 2010, IET, 1–6.
  • Olivares-Mendez M., Campoy P., Martinez C. and Mondragon I.. A pan-tilt camera fuzzy vision controller on an unmanned aerial vehicle, Proc. IEEE/RSJ Int. Conf. on Intelligent robots and systems: IROS ’09, St Louis, MO, USA, October 2009, IEEE/RSJ, 2879–2884.
  • Strasdat H., Montiel J. and Davison A.. Real-time monocular slam: why filter? Proc. IEEE Int. Conf. on Robotics and automation: ICRA ’10, Anchorage, AL, USA, May 2010, IEEE, 2657–2664.
  • Johnson A., Goldberg S., Cheng Y. and Matthies L.. Robust and efficient stereo feature tracking for visual odometry, Proc. IEEE Int. Conf. on Robotics and automation: ICRA ’08, Pasadena, CA, USA, May 2008, IEEE, 39–46.
  • Konolige K., Agrawal M. and Solà J.. Large-scale visual odometry for rough terrain, Proc. 13th Int. Symp. on Robotics research: ISRR ’07, Hiroshima International Foundation of Robotics Research, Japan, November 2007, 201–212.
  • Shi J. and Tomasi C.. Good features to track, Proc. IEEE Computer Society Conf. on Computer vision and pattern recognition: CVPR ’94, Seattle, WA, USA, June 1994, IEEE Computer Society, 593–600.
  • Bay H., Tuytelaars T. and Gool L. V.. SURF: speeded up robust features, Proc. 9th European Conf. on Computer vision: ECCV ’06, Graz University of Technology and the University of Ljubljana, Graz, Austria, May 2006, 404–417.
  • Horn B. K. P.. Closed-form solution of absolute orientation using unit quaternions. J. Opt. Soc. Am. A, 1987, 4A, 629–642.
  • Ramakrishnan R. M. K. R.. Moment Functions in Image Analysis: Theory and Application, 1998 (World Scientific, Singapore).
  • Kharbat M., Aouf N., Tsourdos A. and White B.. Robust brightness description for computing optical flow, Proc. Br. Machine Vision Conf.: BMVC ’08, Leeds, UK, September 2008, British Machine Vision Association, 10.
  • Rodriguez D. and Aouf N.. Robust harris-surf features for robotic vision based navigation, Proc. 13th Int. IEEE Conf. on Intelligent transportation systems: ITSC ’10, Madeira Island, Portugal, September 2010, IEEE, 1160–1165.
  • Sünderhauf N. and Protzel P.. ‘Stereo odometry — a review of approaches’, Technical report 3/07, Chemnitz University of Technology, Chemnitz, Germany, 2007.
  • Kitt B., Geiger A. and Lategahn H.. Visual odometry based on stereo image sequences with ransac-based outlier rejection scheme, Proc. IEEE Intelligent Vehicles Symp., San Diego, CA, USA, June 2010, IEEE, 486–492.
  • Kwon G., Chae Y. N. and Yang H.. Temporal and spatial 3D motion vector filtering based visual odometry for outdoor service robot, Proc. IEEE/RSJ Int. Conf. on Intelligent robots and systems: IROS ’10, Taipei, Taiwan, October 2010, IEEE/RSJ, 3804–3809.
  • Geiger A., Roser M. and Urtasun R.. Efficient large-scale stereo matching, Proc. Asian Conf. on Computer vision: ACCV ’10, Asian Federation of Computer Vision Societies, Queenstown, New Zealand, November 2010, 25–38.
  • Tomasi C. and Kanade T.. ‘Shape and motion from image streams: a factorization method — Part 3: Detection and tracking of point feature’, Technical report CMU-CS-91-132, Carnegie Mellon University, Moffett Field, CA, USA, 1991.

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