lobula giant movement detector( LGMD) is simplified to design circuit in parametric method
and network parameters can be configured online by RS—232. A collision warning sensor is designed based on LGMD module and from FPGA synthesis report
the pixel frequency is as much as178 MHz. A test system are also designed for verification. Under real-time mode
the sensor can generate warning alarm correctly according to inputs from camera; while under test mode
use video sequence to test sensor
output membrane potential consists with software simulation
which demonstrates the designed sensor carries on collision warning characteristics of the previous related work in software. The test system can also be used as hardware accelerator to boost LGMD algorithm.
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references
Visual motion pattern extraction and fusion for collision detection in complex dynamic scenes [J] . Shigang Yue,F. Claire Rind. Computer Vision and Image Understanding . 2006 (1)
Collision avoidance using a model of the locust LGMD neuron [J] . Mark Blanchard,F.Claire Rind,Paul F.M.J. Verschure. Robotics and Autonomous Systems . 2000 (1)