Real-time Implementation of 11-key Pose Estimation for Driver Behavior Analysis
2022 19TH INTERNATIONAL SOC DESIGN CONFERENCE (ISOCC)(2022)
Abstract
Driver behavior analysis is one of the most important key function in future autonomous driving systems. An important performance indicator here is real-time quality because it is directly related to safety. Therefore, in this paper, definition of 11 key points for real-time driver posture estimation, design of convolutional neural network(CNN) architecture, and its hardware implementation are presented. As a implementation result, we can get under 10ms latency and with 1.25ms input image interval.
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Key words
Driver behavior analysis, Pose estimation, Driver monitoring system, Autonomous vehicle, Human interaction
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