Top-down scenario exposure modeling

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United States of America

PATENT NO 11912301
SERIAL NO

17117626

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Abstract

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Techniques for analyzing driving scenarios are discussed herein. For example, techniques may include determining a level of exposure associated with scenarios, searching for similar scenarios, and generating new additional scenarios. A driving scenario may be represented as top-down multi-channel data. The top-down multi-channel data may be provided as input to a neural network trained to output a prediction of future events. A multi-dimensional vector representing the scenario can be received as an intermediate output from the neural network and may be stored to represent the scenario. Multi-dimensional vectors representing different scenarios may be stored in a multi-dimensional space, and similar scenarios may be identified by proximity searching of the multi-dimensional space.

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Patent Owner(s)

  • ZOOX, INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Hendy, Noureldin Ehab West Lafayette, US 6 23
Wang, Chuang Sunnyvale, US 87 482

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