Homepage of Shuai Zheng
Welcome to the Homepage of Shuai Zheng (郑帅)
Weclome! But this is my old page, find more up-to-date stuff on the new page.
I am Shuai Zheng (A.K.A Kyle), reading DPhil at Robotics Research Group, Department of Engineering Science at University of Oxford. My supervisor is Professor Philip H. S. Torr.
I did my M.Eng (by research) at Intelligent Recognition & Digital Security group ,National Laboratory of Pattern Recognition (NLPR), Chinese Academy of Sciences, Institute of Automation (CASIA), Sep 2008 – June 2011. My supervisors are Dr.Kaiqi Huang, and Professor Tieniu Tan. My research interests include mid-level image representation for object recognition, object detection, and gait recognition. I have been worked with all these nice guys, see people at Intelligent Recognition & Digital Security group.
Prior to this, I did my B.Eng.(HONS) at Beijing Institute of Technology, China, Sep.2004 – July,2008. When I studied at BIT, I won some competitions including the 1st prize at National Challenge Cup, rank 4/6 at world wide final competition of Microsoft Imagine Cup 2007, and honorable mentioned prize at American Mathematical Modeling 2007. My mentor was Dr Dongdong Weng while i was working at otislab. During I studied at BIT, I have been worked with these nice guys: Lin Jian, Tianyi Qian, Zhenzhi Wu, Biaobin Jiang , Duo Li, Fei Yu, Tianyi Zhou, and … etc.
My email address is [email].
Publications
- Shuai Zheng, Ming-Ming Cheng, Jonathan Warrell, Paul Sturgess, Vibhav Vineet, Carsten Rother, Philip H. S. Torr. “Dense Semantic Image Segmentation with Objects and Attributes”, IEEE International Conference Computer Vision and Pattern Recognition (IEEE CVPR), 2014. (accepted).[bib][Project]
- Shuai Zheng*, Ming-ming. Cheng*, Wen-Yan Lin, Vibhav Vineet, Paul Sturgess, Nigel Crook, Niloy Mitra, Philip H. S. Torr. “ImageSpirit: Verbal Guided Image Parsing” , ACM Transactions on Graphics (TOG), 2014. (* indicates the equal contribution.) [pdf][bib][project][youtube][youku]
- Shuai. Zheng, Paul. Sturgess, and Philip. H. S. Torr, “Approximate Structured Output Learning for Constrained Local Models with Application to Real-time Facial Feature Detection and Tracking on Low-power Devices”, IEEE Conference on Automatic Face and Gesture Recognition (FG) , 2013.[pdf][project][bib]- How make facial feature detection (66 points) working on your iphone 4s?
- Wenyan Lin, Ming-Ming Cheng, Shuai Zheng, Jiangbo Lu, Nigel Crook, ” Robust Non-parametric Data Fitting for Correspondence Modeling, ICCV 2013.[pdf][bib] - how to make image warping with very efficient non-parametric curve fitting?
- Ming-Ming Cheng, Jonathan Warrell, Wen-Yan Lin, Shuai Zheng, Vibhav Vineet, Nigel Crook. Efficient Salient Region Detection with Soft Image Abstraction. ICCV 2013. [pdf][exe][bib] – how to do saliency region detection with the state-of-the-art accuracy and speed performance?
- S. Zheng, K. Huang, T. Tan and D.Tao, ” A Cascade Fusion Scheme for Gait and Cumulative Foot Pressure Image Recognition“, Pattern Recognition, 2012.[pdfatScienceDirect][]pdf[CASIAGaitPartD] – How employ two-stage CCA to address the multiple biometric source cross retrieval such as retrieval walking sequence of one person using his/her cumulative foot pressure images?
- S. Zheng, J. Zhang, K. Huang, R. He, and T. Tan, “Robust View Transformation Model for Gait Recognition,” in International Conference on Image Processing(ICIP), Brussels, Belgium, 2011.[pdf][GEI_feature][code][pw4code] – How to employ Robust PCA with Partial Least Square to address multi-view gait recognition problem?
- S. Zheng, K. Huang, and T. Tan., “Evaluation framework on translation-invariant representation for cumulative foot pressure image,” in International Conference on Image Processing(ICIP), Brussels, Belgium, 2011.[pdf] [dataset]- A new type of gait data called cumulative foot pressure image!
- S. Zheng, B. Xie, D. Tao, and K. Huang, “Multi-View Pedestrian Recognition using Shared Dictionary Learning with Group Sparsity,” in International Conference on Neural Information Processing (ICONIP), Shanghai, China, 2011.(oral)[slides][springer][pdf][dataset][code] – How to use group structured sparse coding (a.k.a anti-sparse coding) to address the multi-camera tracking problem?
- J. Zhang, Y. Yu, S. Zheng, K. Huang, and T. Tan, “An Empirical Study of Visual Features for Part Based Model,” in Asian Conference on Pattern Recognition (ACPR), Beijing, China, 2011.[pdf] – How we win PASCAL VOC Challenge with improved Part Based Model?
- Y. Huang, S. Zheng, W. Ren, Y. Yu, J. Zhang, K. Huang, and T. Tan, “SVM classifier and saliency coding for Image classification,” in PASCAL Visual Object Challenge Workshop, European Conference on Computer Vision (ECCV), Crete, Greece, 2010.[pdf]
- Y. Yu, J. Zhang, Y. Huang, S. Zheng, W. Ren, K. Huang, and T. Tan, “Object Detection by Context and Boosted HOG-LBP,” in PASCAL Visual Object Challenge Workshop, European Conference on Computer Vision (ECCV), Crete, Greece, 2010.[pdf]
Thanks for viewing our publications, don’t forget to cite our papers if any one has helped you. More information can also be found at my Google scholar. Here is the list of the bibtex:
@article{szheng_gaitandfootprint_PR2012,
author = {Shuai Zheng and Kaiqi Huang and Tieniu Tan and Dacheng Tao},
title = {A cascade fusion scheme for gait and cumulative foot pressure image recognition},
journal = {Pattern Recognition},
year = {2012},
volume = {45},
number = {10},
pages={3603-3610},
}
@inproceedings{szheng_gait_ICIP2011,
author = {Shuai Zheng and Junge Zhang and Kaiqi Huang and Ran He and Tieniu Tan},
title = {Robust View Transformation Model for Gait Recognition},
booktitle = {International Conference on Image Processing(ICIP)},
address = {Brussels, Belgium},
year = {2011}
}
@inproceedings{szheng_footprint_ICIP2011,
author = {Shuai Zheng and Kaiqi Huang and Tieniu Tan. },
title = {Evaluation framework on translation-invariant representation for cumulative foot pressure image},
booktitle = {International Conference on Image Processing(ICIP)},
address = {Brussels, Belgium},
year = {2011}
}
@inproceedings{szheng_groupsparsity_ICONIP2011,
author = {Shuai Zheng and Bo Xie and Dacheng Tao and Kaiqi Huang},
title = {Multi-View Pedestrian Recognition using Shared Dictionary Learning with Group Sparsity},
booktitle = {International Conference on Neural Information Processing (ICONIP)},
address = {Shanghai, China},
year = {2011}
}
@inproceedings{jgzhang_detection_acpr2011,
author = {Junge Zhang and Yinan Yu and Shuai Zheng and Kaiqi Huang and Tieniu Tan},
title = {An Empirical Study of Visual Features for Part Based Model},
booktitle = {Asian Conference on Pattern Recognition},
address = {Beijing, China},
year = {2011}
}
@inproceedings{yzhuang_cls_voc2010,
author = {Yongzheng Huang and Shuai Zheng and Weiqiang Ren and Yinan Yu and Junge Zhang and Kaiqi Huang and Tieniu Tan},
title = {SVM classifier and saliency coding for Image classification},
booktitle = {PASCAL Visual Object Challenge Workshop, European Conference on COmputer Vision (ECCV)},
address = {Crete, Greece},
year = {2010}
}
@inproceedings{ynany_det_voc2010,
author = {Yinan Yu and Junge Zhang and Yongzheng Huang and Shuai Zheng and Weiqiang Ren and Kaiqi Huang and Tieniu Tan},
title = {Object Detection by Context and Boosted HOG-LBP},
booktitle = {PASCAL Visual Object Challenge Workshop, European Conference on COmputer Vision (ECCV)},
address = {Crete, Greece},
year = {2010}
}
Thesis
- S. Zheng. “Mid-level feature representation learning for object recognition”, Master Thesis. National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, 25, July, 2011. (Chinese version) link.
- S. Zheng. “Real-time pedestrian detection in visual surveillance system”, Bachelor Thesis. Beijing Institute of Technology, 25, July, 2011. (Chinese version).
Patents
- Automobile Envisaging Display System. Application Number: 200710100221.6. Publication Number: CN101164805. Applicant Name: Beijing Institute of Technology. Inventors Name: Zheng Shuai, Guo Qianrui, Lin Jian, Weng Dongdong, Qian Tianyi, Li Yifei. (Chinese Patent) – This project wins 1st prize in National Challenge Cup 2007.
- Tieniu Tan, Kaiqi Huang, Shuai Zheng, “An Robust foot impression based human analysis”, Applied on 2009.12.23, FIle NO. 200910243728.6. (Chinese Patent).
Miscellaneous
- Knowledge 360 - A Photosynth similar project for Microsoft Imagine Cup 2007.[Youtube]
- Head Up Display with Head Pose Control - It won 1st prize at final competition at Challenge Cup 2007.
Awards
1. Winner in object detection task, PASCAL Visual Object Classes Challenge, European Conference on Computer Vision. Sept, 2010.
2. Winner in Image classification task, PASCAL Visual Object Classes Challenge, European Conference on Computer Vision. Sept, 2010.
3. Recipient of T-more outstanding innovation student Prize in BIT. Dec. 2007.
4. Recipient of First Prize, “Challenge Cup”: National academic science and technology competition for college students, Nov. 2007. (top 1%)
5. Winner at Web development, Microsoft Imagine Cup, Seoul, Korea Aug. 2007. (4th place)
6. Honorable Mentioned Prize, Annual American Mathematical Contest in Modeling. 2007.
7. Recipient of Excellent student scholarship & outstanding graduated student in Beijing Institute of Technology. 2004 – 2008.
Professional Activities
1. IEEE student member since 2010.
2. Reviewer for IEEE Transaction on Signal Processing, IEEE Transaction on SMC part B, ACPR2011, IJCB2011, computational optimization and applications, ICMLA2012 etc.
3. Director,student association for scientific and technology activities, Beijing institute of Technology, 2007.
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