Study of Indoor Visual SLAM System for Semi-autonomous Robot Platform
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This study propose the use of heterogeneous visual landmarks, points and line segments, to achieve effective cooperation in indoor SLAM environments. In order to achieve un-delayed initialization required by the bearing-only observations, the well-known inverse-depth parameterization is adopted to estimate 3D points. Similarly, to estimate 3D line segments, we present a novel parameterization based on anchored Plücker coordinates, to which extensible endpoints are added
H. Durrant-Whyte, T. Bailey, “Simultaneous localization and mapping: Part I”, IEEE Robotics & Automation Magazine, vol. 13, no. 2, pp. 99-110, Jun. 2006.
J. Civera and A. Davison and J. Montiel, “Inverse depth parametrization for monocular SLAM”, IEEE Transactions on Robotics, vol. 24, no. 5, 2008.
J. Solà and T. Vidal-Calleja and M. Devy, “Un-delayed initialization of line segments in monocular SLAM”, in Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems, October 11-15, St. Louis, USA, 2009.
J. Civera, O. G. Grasa, A. J. Davison, and J. M. M. Montiel, “1-pointRANSAC for EKF-based structure from motion,” In Proceedings of the IEEE/RSJ Conference on Intelligent Robots and Systems (IROS), 2009.
E. Rosten and T. Drummond, “Fusing points and lines for high performance tracking,” In Proceedings of the International Conference on Computer Vision (ICCV), 2005.
G. R. Bradski, “Computer vision face tracking for use in a perceptual user interface,” Interface, vol. 2, no. 2, 1998.
J. Allen and R. Xu, “Object tracking using camshift algorithm and multiple quantized feature spaces,” Proceedings of the Pan-Sydney area, vol. 36, pp. 3-7, 2004.
P. Fieguth and D. Terzopoulos, “Color-based tracking of heads and other mobile objects at video frame rates,” Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 21-27, 1997.
O.-dris Nouar, G. Ali, and C. Raphaël, “Improved object tracking with camshift algorithm,” pp. 657-660, 2006.