CDNN: traffic driving saliency & eye tracking dataset

Paper: How Do Drivers Allocate Their Potential Attention? Driving Fixation Prediction via Convolutional Neural Networks, 2020, IEEE Transactions on Intelligent Transportation Systems

Authors: Tao Deng, Hongmei Yan, Long Qin, Thuyen Ngo, B. S. Manjunath

How Do Drivers Allocate Their Potential Attention?

Eye tracking dataset

The eye tracking dataset is released link; Password: i5q7

The folder includes: fixdata, traffic videos, traffic frames.You need to extract each frame from videos and put it in traffic frames folder.

CDNN requirements

• Pytorch 0.4.1

• Python 2.7

Contact the Author: [email protected]

Citation

@article{deng_CDNN,
author = {Deng, Tao and Yan, Hongmei and Qin, Long and Ngo, Thuyen and Manjunath, BS},
title = {How Do Drivers Allocate Their Potential Attention? Driving Fixation Prediction via Convolutional Neural Networks},
journal = {IEEE Transactions on Intelligent Transportation Systems},
ISSN = {1524-9050},
year={2020},
month={May},
volume={21},
number={5},
pages={2146-2154},
doi={10.1109/TITS.2019.2915540},
type = {Journal Article}}