Chuangao TANG (唐传高)


 

     

     籍贯: 安徽省天长市,1990年出生,中共党员,2016年9月至今于东南大学生物科学与医学工程学院攻读博士学位,博士导师: 郑文明教授。读博期间主要从事人脸表情识别研究,多次参与人脸表情自动识别竞赛并获得奖项,项目经历包括基于面部表情识别技术的婴幼儿自闭症等精神障碍辅助诊断项目、教学表情识别项目。2020年1月-2021年1月通过国家留学基金委选拔,赴新加坡南洋理工大学人工智能实验室联合培养,联合指导老师: 关存太教授。个人联系邮箱:tcg2016[AT]seu[DOT]edu[DOT]cn。  

  

   

 

教育经历(Education)


 

2009.9-2013.6      西北农林科技大学                机械与电子工程学院                                              电子信息工程专业           工学学士学位;

2013.9-2016.6      北京师范大学                        (信息科学与技术学院)人工智能学院                   信号与信息处理专业       工学硕士学位;

2016.7-至    今       东南大学                                生物科学与医学工程学院                                      生物医学工程专业           工学博士在读;

2020.1-2021.1      南洋理工大学(新加坡)         计算机科学与技术学院                                          人工智能实验室                博士联合培养.


I received my B.Sc. degree in Electronic and Information Engineering from Northwest A&F  University in June 2013, and got my M.Sc. degree in Signal and Information Processing from School of Artificial Intelligence affiliated to Beijing Normal University in June 2016, under supervision of Professor Zuying Luo. I am a Ph.D. candidate of Key Laboratory of Child Development and Learning Science of Ministry of Education in Southeast University under supervision of Professor Wenming Zheng. From Jan. 2020-Jan.2021, I was a joint Ph.D. student under supervision of Professor Cuntai Guan (IEEE Fellow, AIMBE Fellow), in the CENTER FOR BRAIN-COMPUTING RESEARCH affiliated to School of Computer Science and Engineering, Nanyang Technological University, Singapore.

 

研究兴趣(Research Interest)


 

自动表情识别(Automatic Facial Expression Recognition),数字健康(Digital Health).


论文发表(Publication)



期刊论文(Journal)


  1. Chuangao Tang, Wenming Zheng, Yuan Zong, Nana Qiu, Cheng Lu, Xilei Zhang, Xiaoyan Ke and Cuntai Guan. “Automatic Identification of High-Risk Autism Spectrum Disorder: A Feasibility Study Using Video and Audio Data Under the Still-Face Paradigm”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(11), pp. 2401-2410, 2020. (JCR Q1)
  2. Cheng Lu, Yuan Zong, Wenming Zheng, Yang Li, Chuangao Tang, Björn Schuller. “Domain Invariant Feature Learning for Speaker-independent Speech Emotion Recognition”, IEEE Transactions on Audio, Speech, and Language Processing, under review. 
  3. Tong Zhang, Yuan Zong, Wenming Zheng, C. L. Philip Chen, Xiaopeng Hong, Chuangao Tang, Zhen Cui, Guoying Zhao. “Cross-Database Micro-Expression Recognition: A Benchmark,” IEEE Transactions on Knowledge and Data Engineering. DOI: 10.1109/TKDE.2020.2985365. 2020. (JCR Q1)
  4. Nana Qiu, Chuangao Tang, Mengyao Zhai, et al. “Application of the Still-Face Paradigm in Early Screening for High-Risk Autism Spectrum Disorder in Infants and Toddlers,” Frontiers in Pediactrics. 8:290. doi: 10.3389/fped.2020.00290.(JCR Q1).
  5. Keyu Yan, Wenming Zheng, Tong Zhang, Yuan Zong, Chuangao Tang, Cheng Lu and Zhen Cui. “Cross-Domain Facial Expression Recognition Based on Transductive Deep Transfer Learning,” IEEE Access. DOI: 10.1109/ACCESS.2019.2930359. (JCR Q1).[高被引论文]
  6. Jingwei Yan, Wenming Zheng, Zhen Cui, Chuangao Tang, Tong Zhang, and Yuan Zong. “Multi-cue Fusion for Emotion Recognition in the Wild,” Neurocomputing, 309, 27-35, 2018. (JCR Q1)
  7. Keyu Yan, Wenming Zheng, Zhen Cui, Yuan Zong, Tong Zhang, and Chuangao Tang. “Unsupervised Facial Expression Recognition Using Domain Adaptation based Dictionary Learning Approach,” Neurocomputing, 319, 84-91, 2018. (JCR Q1)
  8. Xiuzhen Chen, Xiaoyan Zhou, Cheng Lu, Yuan Zong, Wenming Zheng, and Chuangao Tang. “Target-Adapted Subspace Learning for Cross-Corpus Speech Emotion Recognition,” IEICE Transactions on Information and Systems, Vol. 102, No. 12, pp. 2632 – 2636. 2019.
  9. Jiateng Liu, Wenming Zheng, Yuan Zong, Cheng Lu and Chuangao Tang. “Cross-Corpus Speech Emotion Recognition Based on Deep Domain-Adaptive Convolutional Neural Network,” IEICE Transactions on Information and SystemsVol. E103D, No. 2, pp. 459-463. 2020.
  10. Chuangao Tang, Wenming Zheng, Yuan Zong, Nana Qiu, Simeng Yan, Mengyao Zhai and Xiaoyan Ke. “Automated early identification of ASD under the deep spatio-temporal model-based facial expression analysis for infants and toddlers”, Journal of Image and Graphics, 25(11), pp. 2404-2414, 2020. (CCF-B Chinese Journal)[中国图象图形学报]
  11. Mengyao Zhai, Nana Qiu, Chuangao Tang and et al. “Characteristics of vocalization in children with autism spectrum disorder during the still-face paradigm,” Chinese journal of contemporary pediatrics. Vol 22, No 4, pp. 361-367. 2020.[中国当代儿科杂志]
  12. Nana Qiu, Meng Zhai, Chuangao Tang and et al. “The makers of early social behavior in toddlers with high-risk of autism spectrum disorder: an observational pilot study,” Chinese Journal of Psychiatry. Vol 52, No.1, pp. 50-56, 2019.[中华精神科杂志]

会议论文(Conference)

  1. Xingxun Jiang, Yuan Zong, Wenming Zheng, Chuangao Tang, Wanchuang Xia, Cheng Lu and Jiateng Liu. “DFEW: A Large-Scale Database for Recognizing Dynamic Facial Expressions in-the-Wild”, ACM Multimedia. 2020. Accepted. (CCF-A)
  2. Simeng Yan, Wenming Zheng, Chuangao Tang, Yuan Zong, Nana Qiu, Xiaoyan Ke. ARL-IL CNN for Automatic Facial Expression Recognition of Infants under 24 Months of Age. The 4th International Conference on Machine Vision and Information Technology (CMVIT 2020). Best Poster Award.
  3. Sunan Li, Wenming Zheng, Yuan Zong, Cheng Lu, Chuangao Tang, Xingxun Jiang, Jiateng Liu, and Wanchuang Xia, “Bi-modality Fusion for Emotion Recognition in the Wild,” in ACM ICMI, 2019. (CCF-C国际竞赛冠军)
  4. Yuan Zong, Wenming Zheng, Xiaopeng Hong, Chuangao Tang, Zhen Cui and Guoying Zhao. “Cross-database micro-expression recognition: A benchmark,” Proceedings of the 2019 on International Conference on Multimedia Retrieval, pp. 354-363, 2019. (CCF-B)
  5. Chuangao Tang, Wenming Zheng, Yuan Zong, Zhen Cui, Nana Qiu, Simeng Yan, and Xiaoyan Ke. “Automatic Smile Detection of Infants in Mother-Infant Interaction via CNN-based Feature Learning,” in ASMMC–MMAC 2018 at ACM Multimedia Workshops, 2018. 
  6. Cheng Lu, Wenming Zheng, Chaolong Li, Chuangao Tang, Suyuan Liu, Simeng Yan, and Yuan Zong. “Multiple Spatio-temporal Feature Learning for Video-based Emotion Recognition in the Wild,” in ACM ICMI, 2018. (CCF-C, 国际竞赛季军)
  7. Chuangao Tang, Wenming Zheng, Jingwei Yan, Qiang Li, Yang Li, Tong Zhang, and Zhen Cui. “View-independent Facial Action Detection,” IEEE 12th International Conference on Automatic Face & Gesture Recognition (FG2017), pp.878-882, 2017. (CCF-C国际竞赛冠军)
  8. Jingwei Yan, Wenming Zheng, Zhen Cui, Chuangao Tang, Tong Zhang, Yuan Zong, and Ning Sun. “Multi-clue Fusion for Emotion Recognition in the Wild,” in ACM ICMI, 2016. (CCF-C, 国际竞赛季军)
  9. Chuangao Tang, Pengfei Xu, Zuying Luo, Guoxing Zhao, and Tian Zou. “Automatic Facial Expression Analysis of Students in Teaching Environments”, Chinese Conference on Biometric Recognition (CCBR), 439-447, 2015. 



专利和研究项目(Patents and Projects)


  1. 郑文明, 唐传高, 柯晓燕, 仇娜娜, 闫思蒙, 宗源. “基于视频表情行为分析的孤独症谱系障碍自动检测方法及装置”, 201911053897.3, 2019-10-31.
  2. 郑文明, 闫思蒙, 柯晓燕, 唐传高, 宗源. “一种基于非接触式设备的视线落点检测方法”, 201910549413.8, 2019-06-24.
  3. 宗源, 刘佳腾, 郑文明, 唐传高, 路成, 李溯南. “基于双稀疏迁移学习的跨库微表情识别方法及装置”, 2020105780645, 2020-06-23.


  1. 基于深度学习的孤独症儿童面部行为分析与辅助诊断, 江苏省研究生创新项目, 2018-2019.


获奖和荣誉(Awards and Honor)


  • Scholarship from Nanjing Artificial Intelligence Industry “Xingzhi Project” (2020.6)
  • Elected as a reviewer of  IEEE/CAA Journal of Automatica Sinica (2020)
  • Scholarship for Joint Training Project of PhD Students (China Scholarship Council, 2019)
  • Scholarship for Joint Training Project of PhD Students (Education Foundation in SEU,  2019)
  • Winner of the 7th EmotiW Challenge (2019, China)
  • ACM MM 2018 Student Travel Grants (2018, Korea)
  • Second Runner-up Poisition of the 6th EmotiW Challenge  (2018, USA)
  • Winner of the FERA2017 AU Occurrence Detection Challenge (2017, USA) 
  • Second Runner-up Poisition of the 4th EmotiW Challenge (2016, Japan)
  • Excellent Teaching Assistant Award in Beijing Normal University (2015)
  • Outstanding Graduate of Northwest A&F University (2013)
  • National Scholarship (2012)

 

Correspondence


 

Chuangao Tang

Room 103(South), Liwenzheng Building, Sipailou Campus of Southeast University, No. 2 Sipailou, Nanjing, P.R. China.

 


 

 
 
Last Modified: 2021-04-19

返回顶部