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06/26/2023
CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild
Non-intrusive, real-time analysis of the dynamics of the eye region allo...
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12/05/2020
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects
Distracted drivers are dangerous drivers. Equipping advanced driver assi...
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04/08/2019
Dynamics of Pedestrian Crossing Decisions Based on Vehicle Trajectories in Large-Scale Simulated and Real-World Data
Humans, as both pedestrians and drivers, generally skillfully navigate t...
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04/08/2019
Eye Contact Between Pedestrians and Drivers
When asked, a majority of people believe that, as pedestrians, they make...
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03/21/2019
Value of Temporal Dynamics Information in Driving Scene Segmentation
Semantic scene segmentation has primarily been addressed by forming repr...
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02/07/2019
A Description of a Subtask Dataset with Glances
This paper describes a set of data made available that contains detailed...
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05/08/2018
Designing Toward Minimalism in Vehicle HMI
We propose that safe, beautiful, fulfilling vehicle HMI design must star...
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11/19/2017
MIT Autonomous Vehicle Technology Study: Large-Scale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation
Today, and possibly for a long time to come, the full driving task is to...
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10/12/2017
Arguing Machines: Perception-Control System Redundancy and Edge Case Discovery in Real-World Autonomous Driving
Safe autonomous driving may be one of the most difficult engineering cha...
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06/14/2017
SideEye: A Generative Neural Network Based Simulator of Human Peripheral Vision
Foveal vision makes up less than 1 peripheral vision. Precisely what hum...
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12/03/2016
Semi-Automated Annotation of Discrete States in Large Video Datasets
We propose a framework for semi-automated annotation of video frames whe...
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11/26/2016
What Can Be Predicted from Six Seconds of Driver Glances?
We consider a large dataset of real-world, on-road driving from a 100-ca...
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02/23/2016
Investigating Drivers' Head and Glance Correspondence
The relationship between a driver's glance pattern and corresponding hea...
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11/22/2015
Detecting Road Surface Wetness from Audio: A Deep Learning Approach
We introduce a recurrent neural network architecture for automated road ...
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07/16/2015