Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images

Tongge Huang, Pranamesh Chakraborty, Anuj Sharma

Sufficient high-quality traffic data are a crucial component of various Intelligent Transportation System (ITS) applications and research related to congestion prediction, speed pr…