Introduction

Zhihong Zeng is passionate about inventing and applying cutting-edge techniques to real-world problems.

Professional Skills

* R&D in biometrics, computer vision, machine learning, multimodal human computer interaction
* Algorithm programming in C++ (including OpenCV/Qt/boost/OpenMP), Matlab, Python under Windows, Mac OS and Linux
* Extensive experiences in real-time multi-modal system integration and large-size data analysis.

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Seletected R&D Projects

* Face detection/tracking/alignment/recognition
* Audio-visual expression recognition
* Vehicle detection/tracking and vehicle license plate recognition
* Multi-modal computer-aided learning system.

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Selected award

Beckman Postdoctoral Fellowship (2005-2008) (http://www.beckman.illinois.edu/fellows/postdoc.aspx)

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Selected Publications

Book Chapter

• Zeng, Z., Pantic, M., Huang, T. S. Emotion Recognition based on Multimodal Information. In Affective Information Processing, Tan, T. and Tao, J. (Eds.), Springer, 241-265
• Zeng, Z., Hu, Y., Roisman, G.I., Wen, Z., Fu, Y., and Huang, T.S., Audio-visual Spontaneous Emotion Recognition. In Artificial Intelligence for Human Computing, Eds: Huang T.S., Nijholt A., Pantic M., and Pentland A., Springer, 72-90. Book is available at: http://www.springerlink.com/content/978-3-540-72346-2/

Journals

• Zeng, Z., Pantic, M., Roisman, G.I., and Huang, T.S., A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions. IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 31(1), January, 39-58.
• Zeng, Z., Tu, J., Pianfetti, B., Huang, T.S. Audio-visual Affective Expression Recognition through Multi-stream Fused HMM. IEEE Transactions on Multimedia, Vol.10, Issue 4, June, 570-577..
• Zeng, Z., Tu, J., Liu, M., Huang, T.S., Pianfetti, B., Roth D. and Levinson, S. (2007), Audio-visual Affect Recognition, IEEE Transactions on Multimedia, Vol. 9, No. 2, February, 424-428.
• Zeng, Z., Fu, Y., Roisman, G.I., Wen, Z., Hu, Y., and Huang, T.S. (2006), Spontaneous Emotional Facial Expression Detection. Journal of Multimedia, 1(5): 1-8.
• Zeng, Z. (2003), Lane Detection and Car Tracking on the Highway, ACTA AUTOMATIC SINICA, 450-456, Vol.29, No.3, May

Conferences

• Zeng, Z., Fang, T., Shah, S. and Kakadiaris, I.(2010). Personalized 3D-Aided 2D Facial Landmark Localization. ACCV (2) 2010: 633-646.
• Zeng, Z., Fang, T., Shah, S. and Kakadiaris, I.(2009). Local feature hashing for face recognition. Int. Conf. on Biometrics: Theory, Applications and Systems, Paper Number 81.
• Hu, Y., Zeng, Z., Yin, L., Wei, X., Huang, T.S. (2008). A study of non-frontal-view facial expressions. Int. Conf. on Pattern Recognition, 1-4.
• Hu, Y., Zeng, Z., Yin, L., Wei, X., Zhou, X., Huang, T.S. (2008). Multi-view facial expression recognition. Int. Conf. on Automatic Face and Gesture Recognition, Track Number 38.
• Zeng, Z., Pantic, M., Roisman, G.I., and Huang, T.S. (2007), (Invited paper) A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions. Int. Conf. on Multimodal Interfaces.126-133
• Huang, T. S. and Zeng, Z. (2007), Audio-visual Affect Expression Recognition (Invited paper). SPIE Multispectral Image Processing and Pattern Recognition.
• Zeng, Z., Hu, Y., Roisman, G.I., Wen, Z., Fu, Y., and Huang, T.S. (2006), Audio-visual Emotion Recognition in Adult Attachment Interview, Int. Conf. on Multimodal Interfaces, 139-145.
• Zeng, Z., Hu, Y., Liu, M., Fu, Y., Huang, T.S. (2006), Training Combination Strategy of Multi-stream Fused HMM for Audio-visual Affect Recognition, ACM Multimedia, 65-68.
• Zeng, Z., Fu, Y., Roisman, G.I., Wen, Z., Hu, Y., Huang, T.S. (2006), One-class Classification on Spontaneous Facial Expression, Int. Conf. on Automatic Face & Gesture Recognition, 281-286.
• Zeng, Z., Tu, J., Pianfetti, B., Liu, M., Zhang, T., Zhang, Z., Huang, T.S., and Levinson, S. (2005), Audio-visual Emotion Recognition through Multi-stream Fused HMM for HCI Applications, the Conf. on Computer Vision and Pattern Recognition (CVPR), (2) 967-972.
• Zeng, Z., Tu., J., Liu, M., Huang, T.S. (2005), Multi-stream Confidence Analysis for Audio-Visual Affect Recognition, the Int. Conf. on Affective Computing and Intelligent Interaction, 964-971.
• Zeng, Z., Zhang, Z., Pianfetti, B., Tu, J., and Huang, T.S. (2005), Audio-visual Affect Recognition in Activation-evaluation Space, Int. Conf. on Multimedia & Expo, 828-831.
• Zeng, Z., Tu, J., Liu, M., Zhang, T., Rizzolo, N., Zhang, Z., Huang, T.S., Roth, D., and Levinson, S. (2004), Bimodal HCI-related Emotion Recognition, Int. Conf. on Multimodal Interfaces, 137-143.
• Tu, J., Zhang, Z., Zeng, Z. and Huang, T.S. (2004), Face Localization via Hierarchical Condensation with Fisher Boosting Feature Selection, In Conf. on Computer Vision and Pattern Recognition (CVPR), 719-724.
• Zeng, Z. and Ma, S., Head Tracking by Active Particle Filtering (2002), Int. Conf. on Automatic Face & Gesture Recognition, 89-94,2002
• Zeng, Z. and Ma, S., An Efficient Vision System for Multiple Car Tracking (2002), Int. Conf. on Pattern Recognition, 609-612, Vol.2, 2002
• Zeng, Z. and Ma, S., A Hierarchical Approach for Human Eye Tracking (2002), SPIE's Annual Meeting: Signal and Image Processing and Sensors, 2002
• Zeng, Z. and Ma, S., Real-time Face Tracking under Partial Occlusion and Illumination Change (2000), Int. Conf. on Multimodal Interfaces, 135-142

 

Demos

• Multimodal Computer-aided Learning System
• Real-time vision-based detection and tracking

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Contact

Email: zhihongzeng2002@gmail.com

Andrew Zeng's homepage