Company Filing History:
Years Active: 2021-2022
Title: Simon Stent: Innovator in Sensor Data Collection and Driver Awareness Prediction
Introduction
Simon Stent is a notable inventor based in Cambridge, MA (US), recognized for his contributions to the fields of sensor data collection and driver awareness prediction. With a total of 3 patents, Stent has made significant strides in enhancing vehicle technology through innovative methods and systems.
Latest Patents
Stent's latest patents include groundbreaking work on methods and systems for collecting sensor data according to a data collection configuration based on an estimated information gain. This invention involves a vehicle that generates a data collection configuration for its sensors based on the potential information gain to a neural network. The vehicle collects sensor data according to this configuration, optimizing resource consumption while providing valuable data to the neural network.
Another significant patent focuses on predicting driver awareness of features in a scene. This system utilizes a training server that presents a video with multiple frames, each depicting a scene at a specific time. The server generates an awareness prediction through a neural network based on driver gaze locations, reflecting the driver's awareness of features in the scene. This innovative approach aims to enhance driver safety and interaction with vehicle features.
Career Highlights
Simon Stent is currently employed at Toyota Research Institute, Inc., where he continues to develop advanced technologies that improve vehicle performance and safety. His work is instrumental in pushing the boundaries of what is possible in automotive technology.
Collaborations
Stent collaborates with esteemed colleagues such as Stephen G McGill and Guy Rosman, contributing to a dynamic research environment that fosters innovation and creativity.
Conclusion
Simon Stent's work exemplifies the intersection of technology and safety in the automotive industry. His patents reflect a commitment to advancing vehicle capabilities and enhancing driver awareness, making significant contributions to the field.
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