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Andrew Wallace

2 accepted papers

2021

RADIATE: A Radar Dataset for Automotive Perception in Bad Weather

ICRA 2021poster

Datasets for autonomous cars are essential for the development and benchmarking of perception systems. However, most existing datasets are captured with camera and LiDAR sensors in good weather conditions. In this paper, we present the RAdar Dataset In Adverse weaThEr (RADIATE), aiming to facilitate…

Cited by 302SourcecodeScholar
2020

Interacting Vehicle Trajectory Prediction with Convolutional Recurrent Neural Networks

ICRA 2020poster

Anticipating the future trajectories of surrounding vehicles is a crucial and challenging task in path planning for autonomy. We propose a novel Convolutional Long Short Term Memory (Conv-LSTM) based neural network architecture to predict the future positions of cars using several seconds of histori…

Cited by 18SourceScholar