Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories

Author:

He Songtao1,Sadeghi Mohammad Amin2,Chawla Sanjay2,Alizadeh Mohammad1,Balakrishnan Hari1,Madden Samuel1

Affiliation:

1. MIT CSAIL

2. HBKU QCRI

Publisher

IEEE

Reference31 articles.

1. Foresee Urban Sparse Traffic Accidents: A Spatiotemporal Multi-Granularity Perspective

2. Deep sets;zaheer;arXiv preprint arXiv 1703 06870,2017

3. SDCAE: Stack Denoising Convolutional Autoencoder Model for Accident Risk Prediction Via Traffic Big Data

4. Learning deep representation from big and heterogeneous data for traffic accident inference;chen;Proceedings of the AAAI Conference on Artificial Intelligence,2016

5. OpenStreetMap: User-Generated Street Maps

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