Haiping Lu (吕海平),
Ph.D.
 
http://www.comp.hkbu.edu.hk/~haiping/
Multimedia Lab
Dept. of Electrical and Computer Engineering
University of Toronto
contact:
e: hplu [at] ieee[dot] org
t: +852 3411 5818
 
Publications
News:
April 2, 2013: Paper on multilinear CCA is accepted by IJCAI2013.

July 22, 2012: MPCA1.3 is released.

July 1, 2012: I am the recipient of the 2013 IEEE Computational Intelligence Society Outstanding PhD Dissertation Award.

April 27, 2012: BiImgWM1.1 is released.
March 21, 2012: UMLDA1.0 is released.
March 20, 2012: RCSP1.0 is released.
February 28, 2012: UMPCA1.0 is released.

Citation statistics: My current H-Index is 13 with 601 citations as of February 19, 2013, by Google Scholar, (see QuadSearch or H-Visualizer).

My ResearcherID: http://www.researcherid.com/rid/B-2742-2011.

Book

  1. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, Multilinear Subspace Learning: Dimensionality Reduction of Multidimensional Data, Chapman & Hall/CRC Press Machine Learning and Pattern Recognition Series, Taylor and Francis, ISBN: 978-1-4398572-4-3, to be published.

Book Chapter

  1. Haiping Lu, Jie Wang and K.N. Plataniotis, "A Review on Face and Gait Recognition: System, Data and Algorithms", in Advanced Signal Processing: Theory and Implementation for Sonar, Radar, and Non-Invasive Medical Diagnostic Systems, Second Edition, S. Stergiopoulos, Editor, Pages 303-330, CRC Press, Boca Raton, Florida, ISBN: 978-1-4200-6238-0, 2009.
    Preprint is available here only for academic use.
  2. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "A Taxonomy of Emerging Multilinear Discriminant Analysis Solutions for Biometric Signal Recognition", in Biometrics: Theory, Methods, and Applications, N. Boulgouris, K.N. Plataniotis, and E. Micheli-Tzanakou, Eds., Pages 21-45, Wiley-IEEE Press, ISBN: 978-0-470-24782-2, 2009.
    Preprint is available here only for academic use.

Journal Paper Accepted or Published

  1. Haiping Lu, Yaozhang Pan, Bappaditya Mandal, How-Lung Eng, Cuntai Guan and D. W. S. Chan, "Quantifying Limb Movements in Epileptic Seizures through Color-based Video Analysis", IEEE Trans. on Biomedical Engineering, Vol. 60, No. 2, Pages 461-469, Feb. 2013. [PDF].
  2. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "A Survey of Multilinear Subspace Learning for Tensor Data", Pattern Recognition, Vol. 44, No. 7, pp. 1540-1551, Jul. 2011. [PDF], [BibTeX].
  3. Haiping Lu, How-Lung Eng, Cuntai Guan, K.N. Plataniotis and A.N. Venetsanopoulos, "Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting", IEEE Trans. on Biomedical Engineering, Vol. 57, No. 12, pp. 2936-2946, Dec. 2010.
  4. [PDF], [Matlab codes].
  5. Francis Bui, Karl Martin, Haiping Lu, K.N. Plataniotis and Dimitrios Hatzinakos, "Fuzzy Key Binding Strategies Based on Quantization Index Modulation (QIM) for Biometric Encryption (BE) Applications", IEEE Trans. on Information Forensics and Security, Vol. 5, No. 1, Page: 118-132, Mar. 2010.
  6. Karl Martin, Haiping Lu, Francis Bui, K.N. Plataniotis and Dimitrios Hatzinakos, "A Biometric Encryption System for the Self-Exclusion Scenario of Face Recognition", IEEE Systems Journal, Vol. 3, No. 4, Page: 440-450, Dec. 2009.
  7. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Uncorrelated Multilinear Principal Component Analysis for Unsupervised Multilinear Subspace Learning", IEEE Trans. on Neural Networks, Vol. 20, No. 11, Page: 1820-1836, Nov. 2009. [PDF], [Matlab codes and data].
  8. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Boosting Discriminant Learners for Gait Recognition using MPCA Features", EURASIP Journal on Image and Video Processing, Volume 2009, Article ID 713183, 11 pages, 2009. doi:10.1155/2009/713183.
  9. Jie Wang, Haiping Lu, K.N. Plataniotis and Juwei Lu, "Gaussian Kernel Optimization for Pattern Classification", Pattern Recognition, Vol. 42, No. 7, Page: 1237-1247, Jul. 2009.
  10. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Uncorrelated Multilinear Discriminant Analysis with Regularization and Aggregation for Tensor Object Recognition", IEEE Trans. on Neural Networks, Vol. 20, No. 1, Page: 103-123, Jan. 2009. [PDF], [Matlab codes and data].
  11. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "MPCA: Multilinear Principal Component Analysis of Tensor Objects", IEEE Trans. on Neural Networks, Vol. 19, No. 1, Page: 18-39, Jan. 2008. [PDF], [BibTeX], [Matlab codes and tensorial gait data].
  12. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "A Full-Body Layered Deformable Model for Automatic Model-Based Gait Recognition", EURASIP Journal on Advances in Signal Processing, vol. 2008, Article ID 261317, 13 pages, 2008. doi:10.1155/2008/261317.
  13. Haiping Lu, Yun Q. Shi, Alex C. Kot and Lihui Chen, "Binary Image Watermarking through Blurring and Biased Binarization", International Journal of Image and Graphics Special Issue on Image Data Hiding, Vol. 5, No. 1, Page: 67-87, Jan. 2005.
  14. Haiping Lu, Alex C. Kot and Yun Q. Shi, "Distance-Reciprocal Distortion Measure for Binary Document Images", IEEE Signal Processing Letters, Vol. 11, No. 2, Page: 228-231, Feb. 2004.

Conference Paper Accepted or Published

  1. Haiping Lu, "Learning Modewise Independent Components from Tensor Data Using Multilinear Mixing Model", to appear in Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD'13), Prague, Czech Republic, September 23-27, 2013.
  2. Haiping Lu, "Learning Canonical Correlations of Paired Tensor Sets via Tensor-to-Vector Projection", to appear in Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Beijing, China, August 3-9, 2013.
  3. B. Mandal, H.-L. Eng, Haiping Lu, D. W. S. Chan and Y.-L. Ng, "Non-intrusive Head Movement Analysis of Videotaped Seizures of Epileptic Origin", in Proceedings of the 34rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'12), San Diego, California, 28th Aug.-1st Sep., 2012.
  4. Haiping Lu, H.-L. Eng, B. Mandal, D. W. S. Chan and Y.-L. Ng, "Markerless Video Analysis for Movement Quantification in Pediatric Epilepsy Monitoring", in Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'11), Boston, Massachusetts, USA, 30th August-3rd September, 2011.
  5. D. W. S. Chan, Haiping Lu, H.-L. Eng, B. Mandal and Y.-L. Ng, "Computerised video analysis and quantification of limb movements in automation of seizure detection in children", in Proceedings of the 29th International Epilepsy Congress (IEC 2011), Epilepsia, Vol. 52, No. s6, Page 214, Rome, Italy, 28 August-1 September, 2011. http://onlinelibrary.wiley.com/doi/10.1111/j.1528-1167.2011.03207.x/pdf
  6. Haiping Lu, H.-L. Eng, M. Thida, and K.N. Plataniotis, "Visualization and Clustering of Crowd Video Content in MPCA Subspace", in Proceedings of the 19st ACM Conference on Information and Knowledge Management (CIKM 2010) , Toronto, ON, Canada, October, 2010.
  7. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Regularized Common Spatial Patterns with Generic Learning for EEG Signal Classification", in Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'09), Minneapolis, Minnesota, USA, 2nd-6th September, 2009.
  8. Code: [Matlab code]
  9. Haiping Lu, Karl Martin, Francis Bui, K.N. Plataniotis and Dimitrios Hatzinakos, "Face recognition with biometric encryption for privacy-enhancing self-exclusion", to appear in Proceedings of the 16th International Conference on Digital Signal Processing (DSP 2009), Santorini, Greece, July 2009.
  10. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Uncorrelated Multilinear Principal Component Analysis through Successive Variance Maximization", in Proceedings of the 25th International Conference on Machine Learning (ICML 2008) , Helsinki, Finland, pp. 616-623, July 2008.
    The ICML08 presentation slides.
    The ICML08 poster.
    The ICML08 presentation video.
  11. Code & data: [Matlab code and data]
  12. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Uncorrelated Multilinear Discriminant Analysis with Regularization for Gait Recognition", in Proceedings of the Biometrics Symposium 2007 (BSYM 2007), Baltimore, US, September 2007.
  13. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Boosting LDA with Regularization on MPCA Features for Gait Recognition", in Proceedings of the Biometrics Symposium 2007 (BSYM 2007), Baltimore, US, September 2007.
  14. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Gait Recognition through MPCA plus LDA", in Proceedings of the Biometrics Symposium 2006 (BSYM 2006), Baltimore, US, September 2006.
  15. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Multilinear Principal Component Analysis of Tensor Objects for Recognition", in Proceedings of the International Conference on Pattern Recognition (ICPR 2006), Hong Kong, China, August 2006.
  16. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Coarse-to-Fine Pedestrian Localization and Silhouette Extraction for the Gait Challenge Data Sets", in Proceedings of the IEEE International Conference on Multimedia & Expo (ICME 2006), Toronto, Canada, July 2006.
  17. Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "A Layered Deformable Model for Gait Analysis", in Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), Southampton, UK, April 2006.
  18. Haiping Lu, Alex C. Kot and Rahardja Susanto, "Binary Image Watermarking through Biased Binarization", in Proceedings of the 2003 IEEE International Conference on Multimedia & Expo (ICME 2003), Baltimore, Maryland, vol. 3, pp. 101-104, Jul. 2003.
  19. Haiping Lu, Alex C. Kot and Jun Cheng, "Secure Data Hiding in Binary Document Images for Authentication", in Proceedings of the 2003 IEEE International Symposium on Circuits and Systems (ISCAS 2003), Bangkok, Thailand, vol. 3, pp. 806-809, May 2003 (invited paper).
  20. Haiping Lu, Alex C. Kot and Jiancheng Zeng, "Image-Based e-Document Authentication", in Proceedings of the First Malaysia-France Regional Workshop on Image Processing in Vision Systems and Multimedia Communications, Kuching, Malaysia, Apr. 2003.
  21. Haiping Lu, Xuxia Shi, Yun Q. Shi, Alex C. Kot and Lihui Chen, "Watermark Embedding in DC Components of DCT for Binary Images", in Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP 2002), US Virgin Islands, pp. 300-303, Dec. 2002.
  22. Haiping Lu, Xudong Jiang and Wei-Yun Yau, "Effective and Efficient Fingerprint Image Postprocessing", in Proceedings of the Seventh International Conference on Control, Automation, Robotics and Vision (ICARCV 2002), Singapore, pp. 985-989, Dec. 2002 (invited paper).
  23. Haiping Lu, Jian Wang, Alex C. Kot and Yun Q. Shi, "An Objective Distortion Measure for Binary Document Images Based on Human Visual Perception", in Proceedings of the Sixteenth International Conference on Pattern Recognition (ICPR 2002), Quebec City, vol. 4, pp. 239-242, Aug. 2002.

Patent

  1. Alex, C. Kot, Huijuan Yang and Haiping Lu, "Method, Software and Device for Hiding Data in Binary Images, While Preserving Image Quality", United States Patent 7,324,662, January 29, 2008.

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2017 Haiping Lu (吕海平)