Tao Deng*, Fei Yan, Hongmei Yan. Driving Video Fixation Prediction Model via Spatio-Temporal Networks and Attention Gates. IEEE International Conference on Multimedia and Expo (ICME), 2021, Accepted.
Jiyong Zhang, Tao Deng*, Fei Yan, Wenbo Liu; Lane Detection Model Based on Spatio-Temporal Network with Double Convolutional Gated Recurrent Units, IEEE Transactions on Intelligent Transportation Systems, 2021, DOI: 10.1109/TITS.2021.3060258, Accepted. [Link]
Wenbo Liu, Fei Yan, Jiyong Zhang, Tao Deng*. A Robust Lane Detection Model Using Vertical Spatial Features and Contextual Driving Information. Sensors, 21(3), 708, 2021. [Link]
Tao Deng, Hongmei Yan, Long Qin, Thuyen Ngo, B.S. Manjunath. How Do Drivers Allocate Their Potential Attention? Driving Fixation Prediction via Convolutional Neural Networks. IEEE Transactions on Intelligent Transportation Systems (TITS). 21(5): 2146-2154, 2020. [Github]
Tao Deng, Hongmei Yan, Yongjie Li. Learning to Boost Bottom-Up Fixation Prediction in Driving Environments via Random Forest. IEEE Transactions on Intelligent Transportation Systems, 19(9):3059-3067, 2018. [PDF] [Dataset]
Tao Deng, Kaifu Yang, Yongjie Li, Hongmei Yan. Where does the driver look? Top-down based saliency detection in a traffic driving environment. IEEE Transactions on Intelligent Transportation Systems, 17 (7), 2051 - 2062, 2016. [PDF] [Code & data]
Tao Deng, Andong Chen, Min Gao, Hongmei Yan. Top-down based saliency model in traffic driving environment. IEEE 17th International Conference on Intelligent Transportation Systems (ITSC), 2014: 75-80. [PDF]
Tao Deng, Enqing Luo, Yanshan Zhang, and Hongmei Yan, Selective attention based saliency of traffic images and characteristics of eye movement. Journal of University of Electronic Science and Technology of China, 2014, vol. 43, no. 4, pp. 624–628. [PDF]
Xufang Chen, Tao Deng, Hongmei Yan. Non-Linearity of Visual Sensitivity and Pursuit Velocity during Smooth Pursuit Eye Movements. Journal of Electronic Science and Technology, 2014 (4):394-399. [PDF]
Tao Deng, Enqing Luo, Hongmei Yan, Computational modeling of visual selective attention in road traffic environment. The 9th Asia-Pacific Conference on Vision (APCV), 2014