Shuai Yi   伊帅

Final Year PhD Student

The Chinese University of Hong Kong

Supervised by Professor Xiaogang Wang



Email: syi at ee dot cuhk dot edu dot hk

Room 301, Ho Sin-Hang Engineering Building
Department of Electronic Engineering
The Chinese University of Hong Kong
Shatin, N.T., Hong Kong

 

News

Biography

PhD Thesis

Pedestrian Behavior Modeling and Understanding in Crowds


Shuai Yi

A Thesis Submitted in Partial Fulfilment of the Requirements for the Degree of Doctor of Philosophy in Electronic Engineering

The Chinese University of Hong Kong

July 2016

[PDF] [Abstract in English and Traditional Chinese]

Journal Publications

Pedestrian Behavior Modeling from Stationary Crowds

with Applications to Intelligent Surveillance


Shuai Yi, Hongsheng Li, Xiaogang Wang.

IEEE Transactions on Image Processing (TIP)
Vol. 25, no. 9, pp. 4354-4368, Sep. 2016.
DOI: 10.1109/TIP.2016.2590322

[Paper] [Abstract] [Bibtex] [IEEE Xplore]

L0 Regularized Stationary Time Estimation for Crowd Analysis


Shuai Yi, Xiaogang Wang, Cewu Lu, Jiaya Jia, Hongsheng Li.

Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016
DOI: 10.1109/TPAMI.2016.2560807

[Paper] [Abstract] [Supplementary Material] [Bibtex] [IEEE Xplore]

Conference Publications

Pedestrian Behavior Understanding and Prediction with Deep Neural Networks


Shuai Yi, Hongsheng Li, Xiaogang Wang.

to appear in Proceedings of the 14th European Conference on Computer Vision (ECCV), 2016

[ Paper] [Abstract] [Bibtex]

Pedestrian Travel Time Estimation in Crowded Scenes


Shuai Yi, Hongsheng Li, Xiaogang Wang.

in Proceedings of IEEE International Conference on Computer Vision (ICCV), 2015
DOI: 10.1109/ICCV.2015.359

[Paper] [Abstract] [Spotlight] [Poster] [Demo Video] [Bibtex] [IEEE Xplore]

Understanding Pedestrian Behaviors from Stationary Crowd Groups


Shuai Yi, Hongsheng Li, Xiaogang Wang.

in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
DOI: 10.1109/CVPR.2015.7298971

[Paper] [Abstract] [Extended Abstract] [Poster]

[Demo Video] [Pedestrian Walking Path Dataset] [Bibtex] [IEEE Xplore]

L0 Regularized Stationary Time Estimation for Crowd Group Analysis


Shuai Yi, Xiaogang Wang, Cewu Lu, Jiaya Jia.

in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (Oral, CVPR), 2014
DOI: 10.1109/CVPR.2014.284

[Paper] [Spotlight] [Abstract] [Presentation Record] [Presentation File] [Poster]

[Demo Video] [Supplementary Material] [Dataset Download] [Bibtex] [IEEE Xplore]

Profiling Stationary Crowd Groups


Shuai Yi, Xiaogang Wang.

in Proceedings of IEEE International Conference on Multimedia and Expo (Oral, ICME), 2014
DOI: 10.1109/ICME.2014.6890138

[Paper] [Abstract] [Bibtex] [IEEE Xplore]

Datasets

Pedestrian Walking Path Dataset

[ Dataset Description and Download Instructions]

A one-hour serveillance video together with the exact walking paths of all 12,684 pedestrians are included in this dataset. Please site the following paper if you use this dataset.

S. Yi, H. Li, and X. Wang. Understanding Pedestrian Behaviors from Stationary Crowd Gourps. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015).

Statioanry Crowd Dataset

[Dataset Description and Download Instructions]

Two surveillance videos together with stationary time annotations are included in the dataset. Please site the following paper if you use this dataset.

S. Yi, X. Wang, C. Lu, and J. Jia. L0 Regularized Stationary Time Estimation for Crowd Group Analysis. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014).

Honors and Awards

Professional Activities

Teaching

Teaching assistant at CUHK for the following courses:

Statistical Info