Title :
Steering with an aVLSI motion detection chip
Author :
Moeckel, Rico ; Jaeggi, Roger ; Liu, Shih-Chii
Author_Institution :
Inst. of Neuroinformatics, Univ. of Zurich, Zurich
Abstract :
We demonstrate the capabilies of a 1D motion detection chip in steering a car in a simulated racing game. The chip implemented in a 1.5 mum CMOS VLSI process, is comprised of 24 motion pixels that extracts optical flow in parallel. The local optical flow values go to a single-layer perceptron whose output is used to steer the car in the racing game. Because of the continuous-time operation of the motion detection chip, the computationally expensive task of generating a control signal for the car based on the visual scene is largely alleviated.
Keywords :
CMOS integrated circuits; VLSI; microprocessor chips; object detection; steering systems; CMOS VLSI process; car steering; motion detection chip; optical flow; simulated racing game; size 1.5 mum; CMOS process; Circuits; Digital cameras; Image motion analysis; Motion control; Motion detection; Motion estimation; Optical computing; Optical filters; Robots;
Conference_Titel :
Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-1683-7
Electronic_ISBN :
978-1-4244-1684-4
DOI :
10.1109/ISCAS.2008.4541598