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Steering with an aVLSI motion detection chip
- Source :
- ISCAS
- Publication Year :
- 2008
- Publisher :
- IEEE Service Center, 2008.
-
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.
- Subjects :
- Very-large-scale integration
Engineering
Pixel
business.industry
2208 Electrical and Electronic Engineering
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Optical flow
Motion detection
Perceptron
Chip
Object detection
CMOS
570 Life sciences
biology
business
Computer hardware
10194 Institute of Neuroinformatics
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- ISCAS
- Accession number :
- edsair.doi.dedup.....2ea25c85f3a07aaaf6ef1ee66bf1ce8a
- Full Text :
- https://doi.org/10.5167/uzh-17624