An FPGA implementation of insect-inspired motion detector for high-speed vision systems

被引:20
作者
Zhang, Tianguang [1 ]
Wu, Haiyan [1 ]
Borst, Alexander [2 ]
Kuehnlenz, Koja [1 ]
Buss, Martin [1 ]
机构
[1] Tech Univ Munich, Inst Automat Control Engn LSR, D-80290 Munich, Germany
[2] Max Planck Inst Neurobiol, Dept Syst Comp Neurobiol, D-82152 Martinsried, Germany
来源
2008 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-9 | 2008年
关键词
D O I
10.1109/ROBOT.2008.4543230
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, an array of biologically inspired elementary motion detectors (EMDs) is implemented on an FPGA (Field Programmable Gate Array) platform. The wellknown Reichardt-type EMD, modeling the insect's visual signal processing system, is very sensitive to motion direction and has low computational cost. A modified structure of EMD is used to detect local optical How. Six templates of receptive fields, according to the fly's vision system, are designed for simple egomotion estimation. The results of several typical experiments demonstrate local detection of optical flow and simple motion estimation under specific backgrounds. The performance of the real-time implementation is sufficient to deal with a video frame rate of 350 fps at 256 x 256 pixels resolution. The execution of the motion detection algorithm and the resulting time delay is only 0.25 jus. This hardware is suited for obstacle detection, motion estimation and UAV/MAV attitude control.
引用
收藏
页码:335 / +
页数:2
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