Publications

Selected publications：

• [1]. Zheng, W., Yan, L., Gou, C. *, et al. “ Webly Supervised Knowledge Embedding Model for Visual Reasoning.” In 2020 IEEE Conference on Computer Vision and Pattern Recognition.(CVPR)
• [2]. Shen, T., Wang, J., Gou, C.*, et al. “Hierarchical fused model with deep learning and type-2 fuzzy learning for breast cancer diagnosis.” IEEE Transactions on Fuzzy Systems 28, no. 12 : 3204-3218.
• [3]. Gou, C.*, et al. “ Cascade Learning From Adversarial Synthetic Images for Accurate Pupil Detection. “ Pattern Recognition(PR), 2019, 88,584-594.
• [4]. Liu, X., Zhou, Y., Gou, C.* Learning from Interaction-enhanced Scene Graph for Pedestrian Collision Risk Assessment, IEEE Transactions on Intelligent Vehicles, 2023
• [5]. Yan, L., Zheng, W., Gou, C.*, et al. “IsGAN: Identity-sensitive generative adversarial network for face photo-sketch synthesis.” Pattern Recognition 119 (2021): 108077.
• [6]. Zheng, W., Yan, L., Wang, F. Y., & Gou, C.*. “Learning from the past: Meta-continual learning with knowledge embedding for jointly sketch, cartoon, and caricature face recognition.” In Proceedings of the 28th ACM International Conference on Multimedia, pp. 736-743. 2020.(ACMMM)
• [7]. Gou, C., et al. “Vehicle License Plate Recognition Based on Extremal Regions and Restricted Boltzmann Machines.” IEEE Transactions on Intelligent Transportation Systems (TITS), 17(4), 1096-1107.
• [8]. Yan, L., Zheng, W., Gou, C.*, et al. “IPGAN: Identity-Preservation Generative Adversarial Network for unsupervised photo-to-caricature translation.” Knowledge-Based Systems (2022): 108223.
• [9]. Zhong R, Zhou Y, Gou, C.* EST-TSANet: Video-Based Remote Heart Rate Measurement Using Temporal Shift Attention Network and ESTmap. IEEE Transactions on Instrumentation and Measurement(TIM). 2023
• [10]. 苟超, 卓莹, 王康, 王飞跃. 眼动跟踪研究进展与展望. 自动化学报, 2022, 48(5): 1173−1192
• [11]. Xiao, Y., Xu, J., Chraibi, M., Zhang, J., & Gou, C. *. “A generalized trajectories-based evaluation approach for pedestrian evacuation models.” Safety science (2022)147: 105574.
• [12]. Zhou, Y., Tan, G., Zhong, R., Li, Y., Gou, C.* PIT: Progressive Interaction Transformer for Pedestrian Crossing Intention Prediction, IEEE Transactions on Intelligent Transportation Systems (TITS), 2023
• [13]. Gou, C., Zhong, R. and Yu, Y., MAL-Net: Multiscale Attention Link Network for accurate eye center detection. Computer Vision and Image Understanding (CVIU), 234, p.103750. 2023
• [14]. Zhou Y, Tan G, Li M, Gou C.* Learning from easy to hard pairs: Multi-step reasoning network for human-object interaction detection. InProceedings of the 31st ACM International Conference on Multimedia 2023 Oct 26 (pp. 4368-4377).
• [15]. Gou, C., Zhou, Y., Xiao, Y., Wang, X. and Yu, H., Cascade learning for driver facial monitoring. IEEE Transactions on Intelligent Vehicles, 8(1), 2023, pp.404-412.
• [16]. Li Y, Tan G, Gou C.* Cascaded Iterative Transformer for Jointly Predicting Facial Landmark, Occlusion Probability and Head Pose. International Journal of Computer Vision. 2024 Nov 6:1-16.
• [17].苟超, 刘欣欣, 郭子鹏, 周昱臣, 王飞跃. 无人驾驶突发紧要场景下基于平行视觉的风险增强感知方法. 中国图象图形学报. 2024.
• [18]. Huang Z, Zhou Y, Zhu J, Gou, C. *.Driver scanpath prediction based on inverse reinforcement learning. In IEEE International Conference on Acoustics, Speech and Signal Processing 2024
• [19]. Li M, Zhu J, Huang Z, Gou, C. *. Imitating the Human Visual System for Scanpath Predicting. In IEEE International Conference on Acoustics, Speech and Signal Processing 2024
• [20]. Guo Z, Zhou Y, Gou, C. *.DrivingGen: Efficient Safety-Critical Driving Video Generation with Latent Diffusion Models. IEEE International Conference on Multimedia and Expo （ICME）2024
• [21].Zhou, Y., Liu, L., Gou, C.* “ Learning from Observer Gaze: Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition.” In 2024 IEEE Conference on Computer Vision and Pattern Recognition.(CVPR 2024)* * [22].Gou, C., Yu, Y., Guo, Z., Xiong, C., & Cai, M.* . Cascaded learning with transformer for simultaneous eye landmark, eye state and gaze estimation. Pattern Recognition(PR), 2024.
• [23].Liu L., Xiao X., Yang Y., Zhou Y., Guo Z., Gou, C.*. Boosting Road Event Detection with Adaptive Multi-Modal Models. IEEE International Conference on Multimedia and Expo 2025
• [24]. Zhou Y, Gou, C.*, et al. Behavior-aware Knowledge-embedded Model for Driver Attention Prediction. IEEE Transactions on Circuits and Systems for Video Technology(TCSVT). 2025.

You can also find my published articles on Google Scholar