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Zhaowei Cai

Department of Electrical and Computer Engineering
University of California, San Diego

9500 Gilman Drive,
EBU-1, Room 4604
La Jolla, CA 92093-0409

zwcai at ucsd.edu
Phone: (858)534-4538


Brief Biography

I am currently a fourth-year PhD student at Statistical Visual Computing Lab, Department of Electrical and Computer Engineering at University of California, San Diego (UCSD), under the supervision of Prof. Nuno Vasconcelos. I received my B.S. in Automation from Dalian Maritime University, Dalian, China in June 2011.

Research

My research interests are mainly in computer vision and machine learning. Specifically, I am currently focusing on real-time object detection (e.g., pedestrian detection, vehicle detection, general object detection, etc.) and deep learning, and their applications.

Publications

My online publication profile can be found at Google Scholar.

Deep Learning with Low Precision by Half-wave Gaussian Quantization
Zhaowei Cai, Xiaodong He, Jian Sun and Nuno Vasconcelos
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Honolulu, Hawaii, United States, 2017 (Spotlight)
[ project | ps | pdf | arXiv | BibTeX | Code]

A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection
Zhaowei Cai, Quanfu Fan, Rogerio S. Feris and Nuno Vasconcelos
European Conference on Computer Vision (ECCV)
Amsterdam, Netherlands, 2016
[ project | ps | pdf | BibTeX | Code | Demo | KITTI Results]

Learning Complexity-Aware Cascades for Deep Pedestrian Detection
Zhaowei Cai, Mohammad Saberian and Nuno Vasconcelos
IEEE International Conference on Computer Vision (ICCV)
Santiago, Chile, 2015 (Oral Presentation)
[ project | ps | pdf | BibTeX | Demo | MFC exe | Caltech Results | KITTI Results]

Robust Deformable and Occluded Object Tracking with Dynamic Graph
Zhaowei Cai, Longyin Wen, Zhen Lei, Nuno Vasconcelos and Stan Z. Li
IEEE Transactions on Image Processing (TIP)
Vol. 23, No. 12, pp5497-5509, December, 2014
[ project | pdf | BibTeX ]

Robust Online Learned Spatio-Temporal Context Model for Visual Tracking
Longyin Wen, Zhaowei Cai, Zhen Lei, Dong Yi and Stan Z. Li
IEEE Transactions on Image Processing (TIP)
Vol. 23, No. 2, pp785-796, February, 2014
[ project | ps | pdf | BibTeX ]

Person-Specific Face Tracking with Online Recognition
Zhaowei Cai, Longyin Wen, Dong Cao, Zhen Lei, Dong Yi and Stan Z. Li
Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG)
Shanghai, China, 2013
[ project | pdf | BibTeX ]

Structured Visual Tracking with Dynamic Graph
Zhaowei Cai Longyin Wen, Jianwei Yang, Zhen Lei and Stan Z. Li
Asian Conference on Computer Vision (ACCV)
Daejeon, Korea, 2012
[ project | pdf | BibTeX ]

A New Projection Space for Separation of Specular and Diffuse Reflection Components in Color Images
Jianwei Yang, Zhaowei Cai, Zhen Lei, Dong Yi and Stan Z. Li
Asian Conference on Computer Vision (ACCV)
Daejeon, Korea, 2012
[ project | pdf | BibTeX ]

Online Spatio-Temporal Structural Context Learning for Visual Tracking Longyin Wen, Zhaowei Cai, Zhen Lei, Dong Yi and Stan Z. Li
European Conference on Computer Vision (ECCV)
Firenze, Italy, 2012
[ project | pdf | BibTeX ]

Professional Experience

Statistical Visual Computing Lab, UC San Diego
Graduate Research Assistant, 2014-present

Microsoft Research, Redmond
Research Intern, 2016

IBM Watson Research
Research Intern, 2015

CBSR, Institute of Automation, Chinese Academy of Sciences
Research Assistant, 2011-2013

Awards and Honors (Selected)

Jacobs Fellowship, UC San Diego, 2013





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