/RGBD-Gaze

RGBD Based Gaze Estimation via Multi-task CNN

Primary LanguagePython

RGBD-Gaze

'RGBD Based Gaze Estimation via Multi-task CNN' [paper] [poster]

Dongze Lian*, Ziheng Zhang*, Weixin Luo, Lina Hu, Minye Wu, Zechao Li, Jingyi Yu, Shenghua Gao

(* Equal Contribution) This paper is accepted by AAAI 2019.

The ShanghaiTechGaze+ dataset

Download our ShanghaiTechGaze+ dataset: OneDrive.

Our previous ShanghaiTechGaze dataset is also released in Github.

The camera parameters

Camera parameters are saved in camera folder. 'color.mat' and 'depth.mat' are the intrinsic parameters of color camera and depth camera, respectively. 'ex.txt' is the extrinsic parameters of them.

Citation

@article{lian2018tnnls,
    Author    = {Dongze Lian, Lina Hu, Weixin Luo, Yanyu Xu, Lixin Duan, Jingyi Yu, Shenghua Gao.},
    Title     = {Multi-view Multi-task Gaze Prediction with Deep Convolutional Neural Networks.},
    Journal   = {TNNLS},
    Year      = {2018}
    }
@article{lian2019aaai,
    Author    = {Dongze Lian, Ziheng Zhang, Weixin Luo, lina hu, Minye Wu, Zechao Li, Jingyi Yu, Shenghua Gao},
    Title     = {RGBD Based Gaze Estimation via Multi-task CNN},
    Journal   = {AAAI},
    Year      = {2019}}