Selected Publications
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Publications |
Copyright
Notice: Copyright is retained by authors and/or by copyright holders, e.g.,
IEEE and ACM.
Representative Publications
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10 |
D. Tao et al., ¡°Geometric
Mean for Subspace Selection in Multiclass Classification,¡± IEEE Transactions on
Pattern Analysis and Machine Intelligence (TPAMI), vol. 30, 2008. +The
conference version won the Best theory/algorithms paper runner up award in
IEEE International Conference on Data Mining (ICDM),
2007. |
PDF |
|
09 |
D. Tao et al., ¡°General Tensor Discriminant
Analysis and Gabor Features for Gait Recognition,¡± IEEE Transactions on
Pattern Analysis and Machine Intelligence (TPAMI), vol. 29, no. 10, 1,700-1,715, October 2007. |
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|
08 |
D. Tao et al., ¡°Asymmetric Bagging and Random
Subspace for Support Vector Machines-based Relevance Feedback in Image
Retrieval,¡± IEEE Transactions on Pattern Analysis and Machine Intelligence
(TPAMI), vol. 28, no.7, pp.
1,088-1,099, July 2006. |
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|
07 |
D. Tao et al., ¡°Negative Samples Analysis in
Relevance Feedback,¡± IEEE Transactions on Knowledge and Data Engineering
(TKDE), vol. 19, no. 4, pp.
568-580, April 2007. |
|
|
06 |
D. Tao et al., ¡°Kernel Direct Biased Discriminant
Analysis: A New Content-based Image Retrieval Relevance Feedback Algorithm,¡± IEEE
Transactions on Multimedia (TMM),
vol. 8, no. 4, pp. 716-727, August 2006. |
|
|
05 |
D. Tao et al., ¡°Supervised Tensor Learning,¡± Knowledge
and Information Systems (Springer: KAIS),
vol. 13, no. 1, pp. 1-42, January 2007. +The conference version is published in the IEEE International Conference on
Data Mining (ICDM),
2005. (Acceptance rate: ~11%) |
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|
04 |
D. Xu, S. Yan, D.
Tao, S. Lin, and H.-J. Zhang, ¡°Marginal Fisher Analysis and Its Variants
for Human Gait Recognition and Content Based Image Retrieval,¡± IEEE
Transactions on Image Processing (TIP),
vol. 16, no. 11, pp. 2,811-2,821, November 2007. |
|
|
03 |
D. Tao et al., ¡°Which Components Are Important
for Interactive Image Searching?,¡± IEEE Transactions on Circuits and
Systems for Video Technology (TCSVT),
vol. 18, no. 1, pp. 1-11, January 2008. |
PDF |
|
02 |
D. Tao et al., ¡°Bayesian Tensor Approach
for 3D Face Modelling,¡± IEEE
Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 18, 2008. |
PDF |
|
01 |
J. Sun, D. Tao, S.
Papadimitriou, P. Yu, and C. Faloutsos, ¡°Incremental Tensor Analysis: theory and
applications,¡± ACM Transactions on
Knowledge Discovery in Data (ACM
TKDD), 2008. +The conference version is published in the 12th ACM SIGKDD International Conference on Knowledge Discovery and
Data Mining (KDD), pp.
374-383, August, 2006. (Acceptance rate: ~11%) |
PDF |
Year 2008
¡¡
|
21 |
D. Tao, D.
Xu, and X. Li, Semantic Mining
Technologies for Multimedia Databases, Published by Idea Group Inc. [Book] |
PDF |
|
20 |
X. Yao, X. Li, and D. Tao, Computational Intelligence and Its Applications, Published by the
Press of University of Science and Technology of China. [Book] |
PDF |
|
19 |
D. Tao et
al., ¡°Geometric Mean for Subspace Selection in Multiclass Classification,¡± IEEE Transactions on
Pattern Analysis and Machine Intelligence (TPAMI), vol. 30, 2008. |
PDF |
|
18 |
J. Sun, D.
Tao et al., ¡°Incremental Tensor Analysis: theory and applications,¡± ACM Transactions on Knowledge Discovery in
Data (ACM TKDD), 2008. |
PDF |
|
17 |
Y. Huang, K.
Huang, D. Tao, L. Wang, X. Li, and T. Tan, ¡°Enhanced Biologically Inspired
Model,¡± IEEE International Conference
on Computer Vision and Pattern Recognition (CVPR), 2008. |
PDF |
|
16 |
T. Zhang,
D. Tao, and J. Yang, ¡°Discriminative Locality Alignment,¡± The 10th European
Conference on Computer Vision (ECCV),
2008. |
PDF |
|
15 |
Y. Pang,
D. Tao et al., ¡°Binary Two-Dimensional PCA,¡± IEEE Transactions on Systems, Man and Cybernetics, Part: B. (TSMC-B). |
PDF |
|
14 |
T. Zhang,
K. Huang, X. Li, J. Yang, and D. Tao, ¡°Discriminative Orthogonal Neighborhood
Preserving Projections for Classification,¡± IEEE Transactions on Systems, Man and Cybernetics, Part: B. (TSMC-B). |
PDF |
|
13 |
X. Gao, X.
Li, J. Feng, and D. Tao, ¡°Shot-based Video Retrieval with Optical Flow Tensor
and HMM,¡± Pattern Recognition Letters
(Elsevier), 2008. |
PDF |
|
12 |
D. Tao et
al., ¡°Tensor Rank One Discriminant Analysis,¡± Neurocomputing, 2008. |
PDF |
|
11 |
X. Gao, J.
Zhong, D. Tao, and X. Li, ¡°Local Face Sketch Synthesis Learning,¡± Neurocomputing, 2008. |
PDF |
|
10 |
X. Li, D.
Tao, S. J. Maybank, and Y. Yuan, ¡°A Novel Music Information Retrieval
Approach,¡± Neurocomputing, 2008. |
PDF |
|
09 |
X. Gao, Y.
Yang, D. Tao, and X. Li, ¡°Discriminative Optical Flow Tensor for Video
Semantic Analysis,¡± Computer Vision and
Image Understanding (CVIU),
2008. |
PDF |
|
08 |
T. Zhang, X. Li, D. Tao, and J. Yang, ¡°Local Coordinates
Alignment (LCA): A Novel Method for Manifold Learning,¡± International Journal of Pattern Recognition and Artificial
Intelligence (World Scientific). |
PDF |
|
07 |
X. Gao, W.
Lu, X. Li, and D. Tao, ¡°Contourlet in Quality Evaluation of Digital Images,¡± Neurocomputing, 2008. |
PDF |
|
06 |
T. Zhang, X. Li, J.
Yang, and D. Tao, ¡°Multimodal Biometrics using Geometry Preserving
Projections,¡± Pattern Recognition (PR), vol. 41, no. 3, pp. 805-813, March 2008. |
PDF |
|
05 |
X. Gao, B. Xiao, D.
Tao, and X. Li, ¡°Image Categorization: Graph Edit Distance + Edge Direction
Histogram,¡± Pattern Recognition (PR),
2008. |
PDF |
|
04 |
J. Li, X. Li, and D.
Tao, ¡°KPCA for Semantic Object Extraction in Images,¡± Pattern Recognition (PR), 2008. |
PDF |
|
03 |
W. Lu, X.
Gao, D. Tao, and X. Li, ¡°A Wavelet-based Image Quality Assessment Method,¡± International Journal of Wavelets, Multiresolution
and Information Processing (World Scientific). |
PDF |
|
02 |
D. Tao et
al., ¡°Bayesian Tensor Analysis,¡± IEEE
International Joint Conference on Neural Networks (IJCNN) as part of IEEE
World Congress on Computational Intelligence (WCCI), 2008. |
PDF |
|
01 |
T. Zhang,
D. Tao et al., ¡°A Unifying Framework for Spectral Analysis based
Dimensionality Reduction,¡± IEEE
International Joint Conference on Neural Networks (IJCNN) as part of IEEE
World Congress on Computational Intelligence (WCCI), 2008. |
PDF |
Year 2007
¡¡
|
15 |
D. Tao, Discriminative Linear and Multilinear Subspace Methods,
PhD Thesis, University of London (UoL), 2007. |
PDF |
|
14 |
D. Tao et al., ¡°General Tensor Discriminant Analysis and Gabor Features
for Gait Recognition,¡± IEEE Transactions on Pattern Analysis and Machine
Intelligence (TPAMI), vol. 29,
no. 10, 1,700-1,715, October 2007. |
|
|
13 |
D. Tao et al., ¡°Negative Samples Analysis in Relevance Feedback,¡± IEEE
Transactions on Knowledge and Data Engineering (TKDE), vol. 19, no. 4, pp. 568-580, April 2007. |
|
|
12 |
D. Tao et al., ¡°Which Components Are Important for Interactive Image
Searching?,¡± IEEE Transactions on Circuits and Systems for Video
Technology (TCSVT), vol. 18,
no. 1., pp. 1-11, January 2008. |
PDF |
|
11 |
D. Tao et al., ¡°Supervised Tensor Learning,¡± Knowledge and
Information Systems (Springer: KAIS),
vol. 13, no. 1, pp. 1-42, January 2007. |
|
|
10 |
D. Xu, S. Yan, D. Tao,
S. Lin, and H.-J. Zhang, ¡°Marginal Fisher Analysis and Its Variants for Human
Gait Recognition and Content Based Image Retrieval,¡± IEEE Transactions on
Image Processing (TIP), vol.
16, no. 11, pp. 2,811-2,821, November 2007. |
|
|
09 |
X. Li, S. J. Maybank,
S. Yan, D. Tao, and D. Xu, ¡°Biometrics Gait Components Review and Application
for Gender Recognition,¡± IEEE Transactions on Systems, Man and Cybernetics
Part C (TSMC-C). |
PDF |
|
08 |
D. Tao et al.,
¡°General Averaged Divergences Analysis,¡± IEEE International
Conference on Data Mining (ICDM), pp. 302-311, 2007. (Acceptance rate: 40/530) + Best
theory/algorithms paper runner up award in IEEE ICDM 2007. |
|
|
07 |
D. Tao et al.,
¡°Probabilistic Tensor Analysis with Akaike and Bayesian Information
Criteria,¡± the 14th International Conference on Neural Information Processing (ICONIP), 2007. |
PDF |
|
06 |
T. Zhang, X. Li, D. Tao,
D. Zhao, and J. Yang, ¡°Local Coordinates Alignment and Its Linearalization,¡±
the 14th International Conference on Neural Information Processing (ICONIP), 2007. |
PDF |
|
05 |
X. Li, S. Maybank, and
D. Tao, ¡°Recognition Based on Local Body Motions,¡± IEEE International
Conference on Systems, Man and Cybernetics (SMC), Montreal, Canada, 2007. |
PDF |
|
04 |
C. Deng, X. Gao, D. Tao, and X. Li,
¡°Digital Watermarking in Image Affine Co-Variant Regions,¡± IEEE International Conference on Machine Learning
and Cybernetics (ICMLC), vol.
4, pp. 2,125¨C2,130, August 2007. |
PDF |
|
03 |
D. Tao and X. Li, ¡°Machine Learning
in Image and Graphics,¡± International Journal of Image and Graphics (IJIG), vol. 7, no.
3, 2007. |
PDF |
|
02 |
D. Xu, D. Tao,
X. Li, S. Yan, ¡°Face Recognition: A Generalized Marginal Fisher Analysis
Approach,¡± International Journal of Image and Graphics (IJIG), vol. 7, no.
3, 2007. |
PDF |
|
01 |
X. Li, J. Li, D. Tao, Y. Yuan, ¡°A Similarity Metric in Image
Searching,¡± International Journal
of Image and Graphics
(IJIG), vol. 7, no. 2, pp. 1-15, 2007. |
PDF |
Year 2006
¡¡
|
08 |
D. Tao et al., ¡°Asymmetric Bagging and Random Subspace for Support
Vector Machines-based Relevance Feedback in Image Retrieval,¡± IEEE Transactions
on Pattern Analysis and Machine Intelligence (TPAMI), vol. 28, no.7, pp. 1,088-1,099, July 2006. |
|
|
07 |
D. Tao et al., ¡°Kernel Direct Biased Discriminant Analysis: A New
Content-based Image Retrieval Relevance Feedback Algorithm,¡± IEEE
Transactions on Multimedia (TMM),
vol. 8, no. 4, pp. 716-727, August 2006. |
|
|
06 |
J. Li, N. Allinsion, D. Tao, and X. Li, ¡°Multitraining Support
Vector Machine for Image Retrieval,¡± IEEE Transactions
on Image Processing (TIP),
vol. 15, no. 11, pp. 3,597-3,601, November 2006. |
|
|
05 |
D. Xu, S. Yan, D. Tao, X. Li, X. Tang, and H.-J. Zhang, ¡°Human Gait
Recognition With Matrix Representation,¡± IEEE Transactions on Circuits and
Systems for Video Technology (TCSVT),
vol. 16, no. 7, pp. 896-903, July 2006. |
|
|
04 |
X. Li, Y. Yuan, and D. Tao, ¡°Artistic Mosaic Series Generation,¡± International
Journal of Image and Graphics (IJIG), vol. 6, no. 1, pp. 139-154, January
2006. |
PDF |
|
03 |
J. Sun, D. Tao, and C. Faloutsosy, ¡°Beyond Streams and Graphs:
Dynamic Tensor Analysis,¡± ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining (KDD),
pp. 374-383, August 2006. (Acceptance rate: ~11%) |
|
|
02 |
D. Tao et al., ¡°Human Carrying Status in Visual Surveillance,¡± IEEE
International Conference on Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 1,670-1,677, June
2006. (Acceptance rate: ~20%) |
|
|
01 |
D. Tao et al., ¡°Elapsed Time in Human Gait Recognition: A New
Approach,¡± IEEE International Conference on Acoustics, Speech, and Signal
Processing (ICASSP), 2006. |
Year 2005
¡¡
|
03 |
D. Tao et al., ¡°Supervised Tensor Learning,¡± IEEE International
Conference on Data Mining (ICDM),
pp. 450-457, 2005. (Acceptance rate: ~11%) |
|
|
02 |
D. Tao et al., ¡°Stable Third-Order Tensor Representation for Color
Image Classification,¡± IEEE International Conference on Web Intelligence
(WI), pp. 641-644, 2005. |
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|
01 |
J. Li, D. Tao, and X. Li, ¡°Kernel Principle Component Analysis in
Pixels Clustering,¡± IEEE International Conference on Web Intelligence
(WI), pp. 786-789, 2005. |
Year 2004
¡¡
|
11 |
D. Tao and X. Tang, ¡°Random Sampling Based SVM for Relevance Feedback
Image Retrieval,¡± IEEE International Conference on Computer Vision and
Pattern Recognition (CVPR),
pp. 647-652, 2004. (Acceptance rate: ~17%) |
|
|
10 |
D. Tao and X. Tang, ¡°Orthogonal Complement Component Analysis for Positive
Samples in SVM Based Relevance Feedback Image Retrieval,¡± IEEE
International Conference on Computer Vision and Pattern Recognition (CVPR), pp. 586-591, 2004. (Acceptance
rate: ~17%) |
|
|
09 |
D. Tao and X. Tang, ¡°Nonparametric Discriminant Analysis in Relevance
Feedback for Content-based Image Retrieval,¡± IEEE International Conference
on Pattern Recognition (ICPR),
pp. 1,013-1,016, 2004. |
|
|
08 |
D. Tao, H. Liu, and X. Tang, ¡°K-Box: A Query-by-Singing based Music
Retrieval System,¡± ACM International Conference on Multimedia (MM), pp. 464-467, 2004. |
|
|
07 |
X. Tang, D. Tao, and G. E. Antoniou, ¡°Texture Classification of SARS Infected
Region in Radiographic Image,¡± IEEE International Conference on Image
Processing (ICIP), pp.
2,941-2,944, 2004. |
|
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06 |
D. Tao and X. Tang, ¡°A Direct Method to Solve the Biased Discriminant
Analysis in Kernel Feature Space for Content-based Image Retrieval,¡± IEEE
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 441-444, 2004. |
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05 |
D. Tao and X. Tang, ¡°SVM-based Relevance Feedback Using Random
Subspace Method,¡± IEEE International Conference on Multimedia and Expo
(ICME), pp. 647-652, 2004. |
|
|
04 |
D. Tao and X. Tang, ¡°Kernel Full-space Biased Discriminant Analysis,¡±
IEEE International Conference on Multimedia and Expo (ICME), pp. 1,287-1,290, 2004. |
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03 |
K. Tam, L. C. Yu, D. Tao, H. Liu, and X. Tang, ¡°Content-based SMILTM
Retrieval,¡± Proc. SPIE International Conference on Image and Graphics
(ICIG), pp. 146-149, 2004. |
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