基本信息

曾加贝  女  硕导  中国科学院计算技术研究所
电子邮件: jiabei.zeng@ict.ac.cn
通信地址: 科学院南路6号
邮政编码:100190

个人主页

个人主页(计算所)

谷歌学术主页

研究领域

招生信息

通常每年招收一名硕士研究生,欢迎数学基础扎实、编程能力强、具有熟练的英语阅读与写作能力的同学提前来信联系。

招生专业
081203-计算机应用技术
招生方向
计算机视觉

教育背景

2013-09--2015-08   美国卡内基梅隆大学   访学(国家留学基金委公派联合培养)
2011-09--2017-03   北京航空航天大学   工学博士
2007-09--2011-07   北京航空航天大学   工学学士

工作经历

   
工作简历
2021-09~现在, 中国科学院计算技术研究所, 副研究员
2017-04~2021-09,中国科学院计算技术研究所, 助理研究员

出版信息

论文详细列表请见:https://scholar.google.com/citations?user=N9elZDYAAAAJ&hl=zh-CN


期刊论文:

[1] Yong Li, Jiabei Zeng, Shiguang Shan. Learning Representations for Facial Actions from Unlabeled Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44.01 (2022): 302-317. (CCF-A)

[2]. Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen. Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism. IEEE Transactions on Image Processing, 2019, 28(5): 2439-2450. (CCF-A)

[3]. Jiabei Zeng, Yang Liu, Biao Leng, Zhang Xiong, Yiu-ming Cheung. Dimensionality Reduction in Multiple Ordinal Regression. IEEE transactions on neural networks and learning systems, 2018, 29(9): 4088-4101. (CCF-B, 中科院一区)

[4]. Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, and Zhang Xiong. Confidence Preserving Machine for Facial Action Unit Detection. IEEE Transactions on Image Processing, 2016, 25(10): 4753-4767. (CCF-A)

[5]. Jiabei Zeng, Biao Leng, and Zhang Xiong. 3-D Object Retrieval using Topic Model. Multimedia Tools and Applications, 2015, 75(18): 7859-7881. 

[6]. Biao Leng, Jiabei Zeng, Min Yao, and Zhang Xiong. 3D Object Retrieval With Multi-topic Model Combining Relevance Feedback and LDA Model. IEEE Transactions on Image Processing, 2015, 24(1): 94-105. (CCF-A)

[7]. Biao Leng, Jiabei Zeng, Zhang Xiong, Weifeng Lv, Yueliang Wan. Probability tree based passenger flow prediction and its application to the Beijing subway system. Frontiers of Computer Science, 2013, 7(2): 195-203. 

[8]. Jia-Bei Zeng, Biao Leng, Zhang Xiong, Zheng Qin. Pedestrian dynamics in a two-dimensional complex scenario using a local view floor field model. International Journal of Modern Physics C, 2011.8.01, 22(8): 775-803. 

会议论文:

[1] Xin Cai, Jiabei Zeng, Shiguang Shan, Xilin Chen. Source-free Adaptive Gaze Estimation with Uncertainty Reduction. CVPR 2023. (CCF-A)

[2] Fei Chang, Jiabei Zeng, Qiaoyun Liu, and Shiguang Shan. Gaze Pattern Recognition in Dyadic Communication. Proceedings of the 2023 Symposium on Eye Tracking Research and Applications (ETRA ’23).

[3] Yuanyuan Liu, Wei Dai, Chuanxu Feng, Wenbin Wang, Guanghao Yin, Jiabei Zeng, Shiguang Shan. MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild. Proceedings of the 30th ACM International Conference on Multimedia. 2022. (CCF-A)

[4]. Yunjia Sun, Jiabei Zeng, Shiguang Shan, Xilin Chen. Cross-Encoder for Unsupervised Gaze Representation Learning. IEEE International Conference on Computer Vision (ICCV), 2021. (CCF-A)

[5] Xin Cai, Jiabei Zeng, Shiguang Shan. Landmark-aware Self-supervised Eye Semantic Segmentation. International Conference on Automatic Face and Gesture Recognition, 2021.

[6] Xuran Sun, Jiabei Zeng, Shiguang Shan. Emotion-aware Contrastive Learning for Facial Action Unit Detection. International Conference on Automatic Face and Gesture Recognition, 2021.

[7]. Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen. Self-supervised Representation Learning from Videos for Facial Action Unit Detection. CVPR, 2019. (CCF-A)

[8]. Zijia Lu, Jiabei Zeng, Shiguang Shan, Xilin Chen. Zero-shot Facial Expression Recognition with Multi-label Label Propagation. Asian Conference on Computer Vision (ACCV), 2018.

[9]. Jiabei Zeng, Shiguang Shan, Xilin Chen. Facial Expression Recognition with Inconsistently Annotated Datasets. European Conference on Computer Vision (ECCV), 2018. (计算机视觉三大会议之一,CCF-B)

[10]. Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen. Patch-Gated CNN for Occlusion-aware Facial Expression Recognition. International Conference on Pattern Recognition (ICPR), 2018.

[11]. Yuanyuan Liu, Jiabei Zeng, Shiguang Shan, Zhuo Zheng. Multi-channel Pose-aware Convolution Neural Networks for Multi-view Facial Expression Recognition. IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2018.

[12]. Yong Li, Jiabei Zeng, Jie Zhang, Anbo Dai, Meina Kan, Shiguang Shan, and Xilin Chen. KinNet: Fine-to-Coarse Deep Metric Learning for Kinship Verification. In Proceedings of the Workshop on Recognizing Families In the Wild, 2017.

[13]. Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn and Zhang Xiong. Confidence Preserving Machine for Facial Action Unit Detection. IEEE International Conference on Computer Vision (ICCV), 2015, 3622-3630. (CCF-A)

[14]. Wen-Sheng Chu, Jiabei Zeng, Fernando De la Torre, Jeffrey F. Cohn, and Daniel S. Messinger. Unsupervised Synchrony Discovery in Human Interaction. IEEE International Conference on Computer Vision (ICCV), 2015. (CCF-A)


指导学生

   
指导/协助指导学生

在读:

孙蕴嘉(协助指导,2018级直博)

孙旭冉(协助指导,2019级直博)

蔡昕(协助指导,2020级硕士)

梁晨跃(协助指导,2021级博士)

张钊(协助指导,2021级硕士)

常菲(协助指导,2022级博士)

袁宇箭(协助指导,2022级硕士)

郭怡霏(2022级硕士)

赵元浩(2023级硕士)


已毕业:

李勇(协助指导,2020届,博士,南京理工大学)

王储(协助指导,2019届,硕士,国家部委)