Publication List of Wei-Shi Zheng
ALL Publications
²
Journal Publications (*
indicating supervisor of the students):
1.
Wei-Shi Zheng,
Shaogang Gong, and Tao Xiang. Towards Open-World Person Re-Identification by
One-Shot Group-based Verification.
IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 2015. (DOI:
10.1109/TPAMI.2015.2453984)
2.
Xiaojuan Wang (undergraduate student), Wei-Shi Zheng*,
Xiang Li (student), and Jianguo Zhang. Cross-scenario Transfer Person
Re-identification. IEEE Transactions on Circuits and Systems for Video
Technology, to appear, 2015
(DOI: 10.1109/TCSVT.2015.2450331)
3.
Xiaobin Chang (student), Wei-Shi Zheng*, and
Jianguo Zhang. Learning Person-Person Interaction in Collective Activity
Recognition. IEEE Transactions on Image Processing, vol. 24, no. 6, pp.
1905-1918, 2015.
4.
Zhaoze Zhou (student), Wei-Shi Zheng*, JianHuang
Hu(student), Yong Xu, Jane You. One-pass Online Learning: A Local Approach.
Pattern Recognition, 2015, to appear.
5.
Jiansheng Wu
(student),
Wei-Shi Zheng*,
Jian-Huang
Lai. Approximate Kernel
Competitive Learning. Neural Networks, vol. 63, pp. 117-132, 2015.
6.
Jun-Yong Zhu (student),
Wei-Shi Zheng*,
Jian-Huang Lai, Stan Z. Li, "Matching NIR Face to VIS Face using Transduction,"
IEEE Transactions on Information
Forensics and
Security, vol. 9, no. 3, pp. 501-514, 2014.
7.
Ran He, Wei-Shi Zheng,
Tieniu Tan, and Zhenan Sun. Half-quadratic based Iterative Minimization for
Robust Sparse Representation. IEEE
Trans. on Pattern Analysis and Machine Intelligence (PAMI), vol. 36, no. 2, pp.
261-275, 2014.
[ESI Highly Cited Paper]
8.
Wei-Shi Zheng,
Shaogang Gong, and Tao Xiang,
"Re-identification
by Relative Distance Comparison,"
IEEE Trans. on
Pattern Analysis and Machine Intelligence,
vol. 35, no. 3, pp.
653-668, 2013.
9.
Wei-Shi Zheng, Shaogang
Gong, and Tao Xiang, "Quantifying and Transferring Contextual Information in Object
Detection,"
IEEE Trans. on Pattern Analysis and
Machine Intelligence (PAMI),
vol. 34, no. 4, pp. 762-777, 2012.
10.
Wei-Shi Zheng, JianHuang Lai, Shengcai Liao,
and Ran He,
"Extracting
Non-negative Basis Images Using Pixel Dispersion Penalty,"
Pattern Recognition,
vol. 45, no. 8, pp.
2912-2926, 2012.
11.
Ran He,
Wei-Shi Zheng, Bao-Gang Hu, and
Xiang-Wei Kong, "Two-stage
Nonnegative Sparse Representation for Large-scale Face Recognition,"
IEEE Trans. on Neural Network and Learning System (TNNLS), vol. 24, no. 1, pp.
35-46, 2013.
12.
Yu Chen+,
Wei-Shi Zheng+,
Jian-Huang Lai, "Discriminant Subspace Learning Constrained by Locally
Statistical Uncorrelation for Face Recognition," Neural Networks, vol. 42, pp.
28¨C43, 2013
13.
Wei-Shi Zheng,
JianHuang Lai, and Pong C. Yuen, "Penalized Pre-image Learning in Kernel Principal
Component
Analysis,"
IEEE
Trans. on Neural Networks,
vol. 21, no. 4, pp. 551-570, 2010.
14.
Wei-Shi Zheng,
JianHuang Lai, Pong
C. Yuen, and Stan Z. Li, "Perturbation LDA: Learning the Difference between the
Class Empirical Mean and Its Expectation,"
Pattern
Recognition, vol. 42, no. 5, pp. 764-779,
2009.
15.
Wei-Shi Zheng,
JianHuang Lai, and Stan Z. Li, ¡°1D-LDA
versus 2D-LDA: When Is Vector-based Linear Discriminant Analysis Better than
Matrix-based?¡± Pattern Recognition, vol. 41, no. 7, pp. 2156-2172,
2008.
16.
Wei-Shi Zheng,
JianHuang Lai, and
Pong C. Yuen, ¡°GA-fisher: A New LDA-based Face Recognition Algorithm with
Selection of Principal Components,¡±
IEEE Transactions on
Systems Man and Cybernetics Part B-Cybernetics, vol. 35, no. 5, pp.
1065-1078, 2005.
17.
Ran He,
Wei-Shi Zheng, and BaoGang Hu,
"Maximum Correntropy Criterion for Robust Face Recognition," IEEE Trans. on
Pattern Analysis and Machine Intelligence, vol. 33, no. 8, pp. 1561 - 1576,
2011.
18.
Xiaohua Xie,
Wei-Shi Zheng, JianHuang
Lai, Pong C. Yuen, and Ching Y. Suen, "Normalization of Face Illumination Based
on Large- and Small- Scale Features," IEEE Trans. on Image Processing, vol. 20,
no. 7, pp. 1807 - 1821, 2011.
19.
Ran He,
Wei-Shi Zheng, and BaoGang Hu, and
Xiang-Wei Kong, "A Regularized Correntropy Framework for Robust Pattern
Recognition,"
Neural Computation,
vol.
23,
no.
8,
pp.
2074-2100,
2011.
20.
Guoyun Lian,
JianHuang Lai,
and Wei-Shi Zheng, "Spatial-temporal
Consistent Labeling of Tracked Pedestrians across Non-overlapping Camera Views,"
Pattern Recognition, vol. 44, no. 5, pp. 1121-1136, 2011.
21.
Xiaohua Xie,
JianHuang Lai,
and Wei-Shi Zheng, "Extraction of
Illumination Invariant Facial Features from A Single Image Using Nonsubsampled
Contourlet Transform," Pattern Recognition, vol. 43, no.12, pp. 4177¨C4189, 2010.
22.
Ran He, BaoGang Hu,
Wei-Shi Zheng, and Xiang-Wei Kong,
"Robust Principal Component Analysis Based on Maximum Correntropy Criterion,"
IEEE Trans. on Image Processing, vol. 20, no. 6, pp. 1485-1494, 2011.
23.
Nanhai Yang, Ran He,
Wei-Shi Zheng, and Xiukun Wang, "Robust Large Margin Discriminant Tangent
Analysis for Face Recognition,"
Neural
Computing and Applications,
May, 2011.
24.
Xiaohua Xie,
JianHuang Lai,
and Wei-Shi Zheng, ''Illumination
Normalization of Human Face Based on the Second-Order Polynomial Model,"
Acta Electronica Sinica, no.8,
pp. 1791-1797, 2010
(In Chinese).
25.
Ran He, BaoGang Hu,
XiaoTong Yuan, and Wei-Shi Zheng,
"Principal component analysis based on non-parametric maximum entropy,"
Neurocomputing, vol. 73, no. 10-12, pp. 1840-1852,
2010.
26.
Xiaohua Xie,
JianHuang Lai,
Ching Y. Suen, and Wei-Shi Zheng,
"Non-ideal class non-point light source quotient image for face relighting,"
Signal Processing, vol. 91, no. 4, pp. 1048¨C1053, 2011.
27.
Chang-Dong Wang, JianHuang
Lai, Dong Huang, and Wei-Shi Zheng, "SVStream:
A Support Vector Based Algorithm for Clustering Data Streams,"
IEEE Trans. on Knowledge and Data Engineering, vol. 25, no. 6,
pp. 1410 - 1424, 2013.
28.
Na Liu, JianHuang Lai,
Wei-Shi Zheng, "A
Facial Sparse Descriptor for Single Image Based Face Recognition,"
Neurocomputing, vol. 93, pp. 77-87, Sep. 2012.
29.
Jun Tan, Xiaohua Xie,
Wei-Shi Zheng, and JianHuang Lai, "Radical
Extraction Using Affine Sparse Matrix Factorization for Printed Chinese
Characters Recognition,"
International
Journal of Pattern Recognition and Artificial Intelligence, vol. 26,
no. 3, 2012.
30.
Ran He, Xiaotong Yuan and
Wei-Shi Zheng, ¡°A Fast Convex Conjugated Algorithm for Sparse Recovery,¡±
Neurocomputing, accepted, 2013.
²
Top Conference Papers (* indicating supervisor of the students):
31.
Wei-Shi Zheng, Xiang Li (student), Tao Xiang, Shengcai Liao,
JianHuang Lai, Shaogang Gong. Partial Person Re-identification. IEEE Conf. on
Computer Vision (ICCV), 2015, to appear (oral).
32.
Xiang Li (student), Wei-Shi Zheng*, Xiaojuan Wang (undergraduate
student), Tao Xiang, Shaogang Gong. Multi-scale Learning for Low-resolution
Person Re-identification. IEEE Conf. on Computer Vision (ICCV), 2015, to appear.
33.
Botong Wu (undergraduate student), Qiang Yang (student), Wei-Shi Zheng*,
Yizhou Wang, and Jingdong Wang. "Quantized Correlation Hashing for Fast
Cross-modal Search ," International Joint Conference on Artificial Intelligence
(IJCAI), 2015.
34.
Yingcong Chen (student), Wei-Shi Zheng*, and
Jian-Huang Lai, "Mirror Representation for Modeling View-specific Transform in
Person Re-identification,"
International Joint Conference on Artificial Intelligence (IJCAI), 2015.
35.
Jian-Fang Hu (student), Wei-Shi Zheng*,
Jian-huang Lai, Jianguo Zhang, "Jointly Learning Heterogeneous Features for
RGB-D Activity Recognition," IEEE Conf. on Computer Vision and Pattern
Recognition, June 2015.
36.
Jian-Fang Hu (student),
Wei-Shi Zheng*, Jian-huang Lai, Shaogang Gong, and Tao Xiang, "Recognising
Human-Object Interaction via Exemplar based Modelling," In Proc. IEEE
International Conference on Computer Vision (ICCV) 2013.
37.
LuYuan Xu, Liang Lin,
Wei-Shi Zheng, Xiaobao Liu, "Human Re-identification by Matching
Compositional Template with Cluster Sampling," In Proc. IEEE International
Conference on Computer Vision (ICCV) 2013, to appear
38.
Jian-sheng Wu (student),
Wei-Shi Zheng*, Jian-huang Lai, "Euler Clustering," International Joint
Conference on Artificial Intelligence (IJCAI), 2013.
39.
Longkai Huang(undergraduate
student), Qiang Yang(student), Wei-Shi Zheng*, "Online Hashing,"
International Joint Conference on Artificial Intelligence (IJCAI), 2013.
40.
Qiang Yang(student),
Longkai Huang(undergraduate student), Wei-Shi Zheng*, Yingbiao Ling,
"Smart Hashing Update for Fast Response,"International Joint Conference on
Artificial Intelligence (IJCAI), 2013.
41.
Wenqi Li (co-supervised
student), Jianguo Zhang, Wei-Shi Zheng,
Maria Coats, Frank Carey, and Stephen McKenna, "Learning from Partially
Annotated OPT Images by Contextual Relevance Ranking," International Conference
on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2013,
accepted. (This paper is for the NSFC-RSE joint project. Wenqi Li is the
co-supervised student when I was in University of Dundee)
42.
Wei-Shi Zheng,
Shaogang Gong, and Tao Xiang, "Transfer Re-identification: From Person to
Set-based Verification",
IEEE Conf. on Computer
Vision and Pattern Recognition (CVPR), Rhode Island, USA, June 2012.
43.
Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Person
Re-identification by Probabilistic Relative Distance Comparison",
IEEE Conf. on Computer
Vision and Pattern Recognition (CVPR), Colorado Springs, USA, June, 2011.
44.
Wei-Shi Zheng,
Shaogang Gong, and Tao Xiang, "Quantifying Contextual Information for Object
Detection," In Proc. IEEE International Conference on Computer Vision (ICCV),
Kyoto, Japan, October, 2009.
45.
Wei-Shi Zheng, Stan Z. Li,
JianHuang Lai, and Shengcai Liao, ¡°On Constrained Sparse Matrix Factorization,¡± In
Proc. IEEE International Conference on Computer Vision (ICCV), Brazil, 2007.
46.
Ran He and Wei-Shi Zheng,
Baogang Hu, and Xiang-Wei Kong, "Nonnegative
Sparse Coding for Discriminative Semi-supervised Learning,"
IEEE Conf. on Computer
Vision and Pattern Recognition (CVPR), 2011.
47.
Xiaohua Xie,
Wei-Shi Zheng,
JianHuang Lai, and Pong C. Yuen, ¡°Face Illumination Normalization on Large and Small
Scale Features,¡± In Proc. IEEE International Conference on Computer Vision
and Pattern Recognition (CVPR),
2008.
48.
Ran He, BaoGang Hu,
Wei-Shi Zheng, and YanQing Guo,
"Two-stage Sparse Representation for Robust Recognition on Large-scale
Database," In Proc. Twenty-Fourth AAAI Conference on Artificial Intelligence ,
2010 (oral).
49.
Ran He, Tieniu Tan, Liang
Wang, and Wei-Shi Zheng, "l2,1
Regularized Correntropy for Robust Feature Selection", IEEE Conf. on Computer
Vision and Pattern Recognition (CVPR), Rhode Island, USA, June 2012.
50.
Ran He, Zhenan Sun, Tieniu
Tan, and Wei-Shi Zheng, "Recovery of Corrupted Low-Rank Matrices via
Half-Quadratic based Nonconvex Minimization," IEEE Conf. on Computer
Vision and Pattern Recognition (CVPR), 2011.
²
Important Conference Papers (* indicating
supervisor of the students):
51.
Ancong Wu (student),
Wei-Shi Zheng*, and Jian-Huang Lai. Depth-based Person Re-identification.
Asian Conference on Pattern Recognition, 2015, to appear.
52.
Hongwei Li (student),
Jianguo Zhang, Wei-Shi Zheng. HEp-2 Cells Staining Patterns
Classification via Wavelet Scattering Network and Random Forest, 2015, to
appear.
53.
Xiang Li(student), Ancong
Wu(student), Mei Cao, Jinjie You(student) and Wei-Shi Zheng*. Towards More
Reliable Matching for Person Re-identification. Proceedings of the First IEEE
International Conference on Identity, Security and Behavior Analysis, 2015.
54.
Yonggang Qi, Wei-Shi
Zheng, Tao Xiang, Yi-Zhe Song, Honggang Zhang, and Jun Guo, ¡°One-shot
Learning of Sketch Categories with Co-regularized Sparse Coding,¡± International
Symposium on Visual Computing, 2014.
55.
Jun-Yong Zhu(student),
Wei-Shi Zheng*, JianHuang Lai,
"Logarithm Gradient Histogram: A General Illumination Invariant Descriptor for
Face Recognition," IEEE Conference on Automatic Face and Gesture Recognition,
2013.
56.
Jun-Yong Zhu(student),
Wei-Shi Zheng*, JianHuang Lai,
"Transductive
VIS-NIR Face Matching," IEEE
International Conference on Image Processing, 2012.
57.
Wei-Shi Zheng,
Shaogang Gong, and Tao Xiang, "Unsupervised Selective Transfer Learning for
Object Recognition,"
Asian Conference on Computer Vision (ACCV)
2010.
58.
Wei-Shi Zheng,
Shaogang Gong, and Tao Xiang, "Associating Groups of People," In Proc. British
Machine Vision Conference (BMVC), London, September 2009.
59.
Wei-Shi Zheng
and
JianHuang Lai, ¡°Regularized Locality Preserving Learning of Pre-Image Problem in
Kernel Principal Component Analysis,¡± In Proc. 18th International
Conference on Pattern Recognition (ICPR), 2006.
(top 15%,
oral)
60.
Wei-Shi Zheng,
JianHuang Lai, and Pong C. Yuen, ¡°Weakly Supervised Learning on Pre-image Problem in
Kernel Methods,¡± In Proc. 18th International Conference on Pattern
Recognition (ICPR), 2006.
61.
Xiaohua Xie,
Wei-Shi Zheng, Jianhuang Lai, Ching
Y. Suen, "Restoration of a Frontal Illuminated Face Based on KPCA," In Proc.
Twentieth International Conference on Pattern Recognition, 2010 (oral).
62.
Bryan Prosser,
Wei-Shi Zheng, Shaogang Gong, and Tao
Xiang, "Person Re-Identification by Support Vector Ranking,"
British Machine Vision Conference (BMVC), 2010.
²
Other Conference Papers (* indicating
supervisor of the students):
63.
Dongcheng Huang, Xiang Li,
Hongwei Li, and Wei-Shi Zheng*, "Learning 3D Compact Binary Descriptor
for Human Action Recognition in Video," The 10th Chinese Conference on Biometric
Recognition (CCBR), 2015.
64.
Xiang Li, Jinyu Gao,
Xiaobin Chang, Yuting Mai, and Wei-Shi Zheng*, "Person Re-Identification
with Data-Driven Features," Chinese Conf. on Biometric Recognition (CCBR) 2014.
65.
Xiaobin Chang, Xiang Li,
Yuting Mai, and Wei-Shi Zheng*, "A Similar Interaction Model for Group
Activity Recognition in Still Images," Chinese Conf. on Biometric Recognition
(CCBR) 2014.
66.
Qian
Wang, Jian-Huang Lai, Na Liu, and Wei-Shi Zheng. The Methods of Modeling
the Image Sets Based on MEAP and Its Application on Face Recognition. CCBR 2014.
67.
Wei-Shi Zheng,
JianHuang Lai, and
Pong C. Yuen, ¡°The Solution Space for Fisher Discriminant Analysis and the
Uniqueness under Constraints,¡± In Proc. International Conference on Advances in
Biometric Personal Authentication (SINOBIOMETRICS), LNCS 3338, pp. 313-319,
2004, Springer.
68.
Wei-Shi Zheng,
JianHuang Lai, and
Pong C. Yuen, ¡°Fast Calculation for Fisher Criteria in Small Sample Size
Problem,¡± In Proc. International Conference on Advances in Biometric Personal
Authentication (SINOBIOMETRICS), LNCS 3338, pp. 330-338, 2004, Springer. (oral)
69.
Wei-Shi Zheng
and
JianHuang Lai,
¡°What's Wrong with Fisherface?¡± In Proc. 4th Chinese Conference on
Biometrics Recognition, 2003. (in Chinese) (oral).
70.
Yan Liang,
JianHuang Lai,
Yao-Xian Zou, Wei-Shi Zheng,
and
Pong C. Yuen,
''Face
Hallucination Through KPCA," In Proc. Second International Congress on Image and
Signal Processing, 2009.
71.
Ran He,
Wei-Shi Zheng, Meng Ao, and Stan
Z.
Li, "Reducing Impact of Inaccurate user Feedback in Face Retrieval," In Proc.
Chinese Conference on Pattern Recognition, 2008
72.
Chang-Dong Wang, Jian-Huang
Lai, Wei-Shi Zheng, "Message-Passing for the Traveling Salesman Problem,"
IEEE CVPR Workshop on Inference in
Graphical Models with Structured Potentials, 2011.
73.
Na Liu, Jianhuang Lai, and
Wei-Shi Zheng, "A
Sparse Local Feature Descriptor for Robust Face Recognition,"
Biometric Recognition (CCBR), 2011.
74.
Jianfang Hu, Guocan Feng,
Jianhuang Lai, and Wei-Shi Zheng, "Asymmetric Facial Shape based on Some
Symmetry Assumptions," Biometric Recognition (CCBR), 2011.
75.
Dunxiao Wei, Jun-Yong Zhu,
Wei-Shi Zheng*,
and Jianhuang Lai, "Main Dialect Identification in Mainland China, Hong Kong and
Taiwan," Biometric Recognition (CCBR), 2011.
76.
Jun Tan, Jian-Huang Lai,
Wei-Shi Zheng and Ching Y Suen, "A
Novel Approach for Stroke Extraction
of Off-line Chinese handwritten
characters based on Optimum paths," International Conference on Frontiers in
Handwriting Recognition (ICFHR-2012), 2012, accepted.
77.
Junyong Zhu, Wei-Shi Zheng
and Jianhuang Lai, "Complete gradient face: a novel illumination invariant
descriptor," Biometric Recognition (CCBR), 2012 (Best Student Paper).
78.
Yanqing Guo, Ran He,
Wei-Shi Zheng and Xiangwei Kong,
"Active shape model based on sparse representation," Biometric Recognition
(CCBR), 2012
79.
Yan Liang, JianHuang Lai,
Wei-Shi Zheng and Zemin Cai, "A survey of face hallucination," Biometric
Recognition (CCBR), 2012.
²
Book
&Chapters:
80.
Wei-Shi Zheng,
Zhenan
Sun, Yunhong
Wang, Xilin
Chen,
Pong C. Yuen, and Jianhuang Lai, "Biometric Recognition," LNCS 7701, Springer,
2012 (ISBN: 978-3-642-35135-8).
81.
Wei-Shi Zheng, JianHuang Lai, Pong C.
Yuen, "Linear
Dimension Reduction," Encyclopedia of
Biometrics, Springer, pp. 899-903,
2009.
82.
Wei-Shi Zheng, JianHuang Lai, Xiaohua
Xie, Yan
Liang,
Pong C. Yuen, and Yaoxian Zou,
''Kernel Methods for Facial Image Preprocessing,'' Pattern Recognition, Machine
Intelligence and Biometrics,
Springer
and High Education Press,
2011.
83.
Wei-Shi Zheng, Shaogang Gong, Tao
Xiang, ¡°Group
Association: Assisting Re-identification
by Visual Context,¡± Person Re-Identification, Springer, 2013