Abstract
This paper is a technical description of a new mobile robotics platform specifically designed for the implementation and testing of neuromorphic vision algorithms in unconstrained outdoors environments. The platform is being developed by a team of undergraduate students with graduate supervision and help. Its distinctive features include significant computational power (four 1.1GHz CPUs with gigabit interconnect), high-speed four-wheel-drive chassis, standard Linux operating system, and a comprehensive toolkit of C++ vision classes. The robot is designed with two major goals in mind: real-time operation of sophisticated neuromorphic vision algorithms, and off-the-shelf components to ensure rapid technological evolvability. A preliminary embedded neuromorphic vision architecture that includes attentional, gist/layout, object recognition, and high-level decision subsystems is finally described.
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References
P J Burt and E H Adelson. IEEE Trans on Communications, 31:532–540, 1983.
A Das, R Fierro, V Kumar, J Southall, J Spletzer and C Taylor, In Proc IEEE Int. Conf. on Robotics and Automation, Seoul, Korea, pp. 1714–1719, 2001.
A de la Escalera, L E Moreno, M A Salichs, and J M Armingol. IEEE Trans Ind Elec, 44(6):848–859, 1997.
L. Itti, C. Gold, and C. Koch. Optical Engineering, 40(9):1784–1793, Sep 2001.
L. Itti and C. Koch. Vision Research, 40(10–12):1489–1506, May 2000.
L. Itti and C. Koch. Nature Reviews Neuroscience, 2(3):194–203, Mar 2001.
L. Itti and C. Koch. Journal of Electronic Imaging, 10(1):161–169, Jan 2001.
L. Itti, C. Koch, and E. Niebur. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(11):1254–1259, Nov 1998.
L Matthies, Y Xiong, R Hogg, D Zhu, A Rankin, B Kennedy, M Hebert, R Maclachlan, C Won, T Frost, G Sukhatme, M McHenry and S Goldberg. In Proc. of the 6th International Conference on Intelligent Autonomous Systems, Venice, Italy, Jul 2000.
F. Miau and L. Itti. In Proc. IEEE Engineering in Medicine and Biology Society (EMBS), Istanbul, Turkey, Oct 2001.
G. M. Nelson and R. D. Quinn. In Proceedings—IEEE International Conference on Robotics and Automation, volume 1, pages 157–162, 1998.
R. A. Rensink. Vision Res, 40(10–12):1469–1487, 2000.
M Riesenhuber and T Poggio. Nat Neurosci, 2(11):1019–1025, Nov 1999.
B. Webb. Behavioral and Brain Sciences, 24(6), 2001.
B Werger and M J Mataric. Annals of Mathematics and Artificial Intelligence, 31(1–4):173–198, 2001.
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© 2002 Springer-Verlag Berlin Heidelberg
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Chung, D. et al. (2002). A New Robotics Platform for Neuromorphic Vision: Beobots. In: Bülthoff, H.H., Wallraven, C., Lee, SW., Poggio, T.A. (eds) Biologically Motivated Computer Vision. BMCV 2002. Lecture Notes in Computer Science, vol 2525. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-36181-2_56
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DOI: https://doi.org/10.1007/3-540-36181-2_56
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