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In order to realize high-speed operation of intelligent vehicle, considering weighted data extraction of the original binary image and the use of linear least-squares method together with characteristic data, a visual navigation algorithm of intelligent vehicle based on optimization path was designed. Simulation and model car's running results show that the algorithm has improved the speediness of intelligent vehicle effectively.

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