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UM Ford Center for Autonomous Vehicles (FCAV)

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Low Latency Trajectory Predictions for Interaction Aware Highway Driving
Low Latency Trajectory Predictions for Interaction Aware Highway Driving

Code Repository

Off The Beaten Sidewalk: Pedestrian Prediction In Shared Spaces For Autonomous Vehicles
Off The Beaten Sidewalk: Pedestrian Prediction In Shared Spaces For Autonomous Vehicles

Code Repository

Pixel-Wise Motion Deblurring of Thermal Videos
Pixel-Wise Motion Deblurring of Thermal Videos

Code Repository

Unsupervised Pedestrian Pose Prediction: A Deep Predictive Coding Network-Based Approach for Autonomous Vehicle Perception
Unsupervised Pedestrian Pose Prediction: A Deep Predictive Coding Network-Based Approach for Autonomous Vehicle Perception

Code Repository

Pedestrian Planar LiDAR Pose (PPLP) Network for Oriented Pedestrian Detection Based on Planar LiDAR and Monocular Images
Pedestrian Planar LiDAR Pose (PPLP) Network for Oriented Pedestrian Detection Based on Planar LiDAR and Monocular Images

Code Repository

Stochastic Sampling Simulation for Pedestrian Trajectory Prediction
Stochastic Sampling Simulation for Pedestrian Trajectory Prediction

Code Repository

Failing to Learn: Autonomously Identifying Perception Failures for Self-driving Cars
Failing to Learn: Autonomously Identifying Perception Failures for Self-driving Cars

Code Repository

Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation
Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation

Code Repository

RTD (Reachability-based Trajectory Design)
RTD (Reachability-based Trajectory Design)

Code Repository

Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?

Code Repository

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