Traffic Data Imputation using Deep Convolutional Neural Networks

Ouafa Benkraouda, Bilal Thonnam Thodi, Hwasoo Yeo +2

We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolutional encoder-decoder based architecture, w…