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Dr. Xudong Jiang

Associate Professor (tenured), School of Electrical and Electronic Engineering, Nanyang Technological University

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Representative Journal Articles

1.        J. Lai and X.D. Jiang, “Class-wise Sparse and Collaborative Patch Representation for Face Recognition,” IEEE Transactions on Image Processing, vol. 25, no. 7, pp. 3261 - 3272, July 2016.

2.        Z. Miao, X.D. Jiang and K. Yap, “Contrast Invariant Interest Point Detection by Zero-Norm LoG Filter,” IEEE Transactions on Image Processing, vol. 25, no. 1, pp. 331 - 342, January 2016.

3.        I. Rida, X.D. Jiang and G. Marcialis, "Human Body Part Selection by Group Lasso of Motion for Model-Free Gait Recognition," IEEE Signal Processing letters, vol. 23, no. 1, pp. 154 - 158, January 2016.

4.         X.D. Jiang and J. Lai, “Sparse And Dense Hybrid Representation via Dictionary Decomposition for Face Recognition,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, no. 5, pp. 1067-1079, May, 2015. © Codes ©

5.         J. Ren, X.D. Jiang and J. Yuan, "LBP Encoding Schemes Jointly Utilizing the Information of Current Bit and Other LBP Bits," IEEE Signal Processing letters, vol. 22, no. 12, pp. 2373 - 2377, Dec. 2015.

6.         J. Ren, X.D. Jiang and J. Yuan, “A Chi-Squared-Transformed Subspace of LBP Histogram for Visual Recognition,” IEEE Transactions on Image Processing, vol. 24, no. 6, pp. 1893-1904, June, 2015.

7.        Z. Lu, X.D. Jiang and A. Kot, “A Color Channel Fusion Approach for Face Recognition,” IEEE Signal Processing letters, vol. 22, no. 11, pp. 1839 - 1843, Nov. 2015.

8.        J. Ren, X.D. Jiang and J. Yuan, “Learning LBP Structure by Maximizing the Conditional Mutual Information,” Pattern Recognition, vol. 48, no. 10, pp. 3180 - 3190, Oct. 2015.

9.        J. Ren, X.D. Jiang, J. Yuan and W. Gang, "Optimizing LBP Structure for Visual Recognition Using Binary Quadratic Programming," IEEE Signal Processing letters, vol. 21, no. 11, pp. 1346-1350, Nov. 2014.

10.    A. Satpathy, X.D. Jiang and H. Eng, “LBP Based Edge-Texture Features for Object Recognition,” IEEE Transactions on Image Processing, vol. 23, no. 5, pp. 1953-1964, May, 2014. © Codes ©

11.    Z. Miao and X.D. Jiang, “Additive And Exclusive Noise Suppression by Iterative Trimmed And Truncated Mean Algorithm,” Signal Processing, vol. 99, pp. 147-158, June, 2014. © Codes ©

12.    A. Satpathy, X.D. Jiang and H. Eng, “Human Detection by Quadratic Classification on Subspace of Extended Histogram of Gradients,” IEEE Transactions on Image Processing, vol. 23, no. 1, pp. 287-297, January, 2014. © Codes(Matlab) © © Codes(C++) ©

13.    Z. Miao and X.D. Jiang, “Interest Point Detection Using Rank Order LoG Filter,” Pattern Recognition, vol. 46, no. 11, pp. 2890-2901, November 2013.

14.    J. Ren, X.D. Jiang and J. Yuan, “Noise-Resistant Local Binary Pattern with an Embedded Error-Correction Mechanism,IEEE Transactions on Image Processing, vol. 22, no. 10, pp. 4049-4060, October, 2013.

15.    F. Ou, N. Rao, X. Jiang, M. Qian, W. Feng, L. Yin, X. Chen, “Analysis on Differential Gene Expression Data for Prediction of New Biological Features in Permanent Atrial Fibrillation,” PLoS ONE, vol. 8, no. 10, pp. 1-8, e76166, doi:10.1371/journal.pone.0076166, Oct. 2013.

16.    Z. Miao and X.D. Jiang, “Weighted Iterative Truncated Mean Filter,” IEEE Transactions on Signal Processing, Vol. 61, no. 16, pp. 4149-4160, August, 2013. © Codes ©

17.    C. Geng and X.D. Jiang, “Fully Automatic Face Recognition Framework based on Local and Global Features,” Machine Vision and Applications, vol. 24, no. 3, pp. 537-549, April 2013.

18.    J. Ren, X.D. Jiang and J. Yuan, “A Complete and Fully Automated Face Verification System on Mobile Devices,Pattern Recognition, vol. 46, no. 1, pp. 45-56 January 2013.

19.    Z. Miao and X.D. Jiang, “Further Properties and a Fast Realization of the Iterative Truncated Arithmetic Mean Filter IEEE Transactions on Circuits and Systems-II, vol. 59, no. 11, pp. 810-814, November 2012. © Codes ©

20.      J. Lai and X.D. Jiang, “Modular Weighted Global Sparse Representation for Robust Face Recognition,” IEEE Signal Processing letters, vol. 19, no. 9, pp. 571-574, September 2012.

21.    X.D. Jiang, "Iterative Truncated Arithmetic Mean Filter And Its Properties," IEEE Transactions on Image Processing, vol. 21, no. 4, pp. 1537-1547, April 2012. © Codes ©

22.    H. Yang, A. Kot and X.D. Jiang, “Binarization of Low-Quality Barcode Images Captured by Mobile Phones Using Local Window of Adaptive Location and Size,” IEEE Transactions on Image Processing, vol. 21, no. 1, pp. 418-425, January 2012.

23.    X.D. Jiang, "Linear Subspace Learning-Based Dimensionality Reduction," IEEE Signal Processing Magazine, vol. 28, no. 2, pp. 16-26, March 2011.

24.    C. Geng and X.D. Jiang, “Face Recognition Based on the Multi-scale Local Image Structures,” Pattern Recognition, vol. 44, no. 10-11, pp. 2565-2575, October-November 2011.

25.    C. Wee, R. Paramesran, R. Mukundan and X.D. Jiang, "Image Quality Assessment by Discrete Orthogonal Moments," Pattern Recognition, vol. 43, no. 12, pp. 4055-4068, December 2010.

26.    P. Yap, X.D. Jiang and A. Kot, "Two Dimensional Polar Harmonic Transforms for Invariant Image Representation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 7, pp. 1259-1270, July 2010. © Codes ©

27.    B. Mandal, X.D Jiang, H. Eng and A. Kot, "Prediction of Eigenvalues and Regularization of Eigenfeatures for Human Face Verification," Pattern Recognition Letters, vol. 31, no. 8, pp. 717-724, June 2010.

28.    X.D. Jiang, "Asymmetric Principal Component and Discriminant Analyses for Pattern Classification," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 31, no. 5, pp. 931-937, May 2009.

29.    M. Liu, X.D. Jiang and A. Kot, A Multi-Prototype Clustering Algorithm, Pattern Recognition, vol. 42, no. 5, pp. 689-698, May 2009.

30.    N. Sudha, N. Puhan, X. Hua and X.D. Jiang, Iris Recognition on Edge Maps, IET Computer Vision, vol. 3, no. 1, pp. 1-7, March 2009.

31.    X.D. Jiang, B. Mandal and A. Kot, Complete Discriminant Evaluation and Feature Extraction in Kernel Space for Face Recognition, Machine Vision and Applications, vol. 20, no. 1, pp. 35-46, January 2009.

32.    X.D. Jiang, B. Mandal and A. Kot, Eigenfeature Regularization and Extraction in Face Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 3, pp. 383-394, March 2008.

33.    M. Liu, X.D. Jiang and A. Kot, Efficient Fingerprint Search Based on Database Clustering, Pattern Recognition, vol. 40, no. 6, pp. 1793-1803, June 2007.

34.    X.D. Jiang, Extracting Image Orientation Feature by Using Integration Operator, Pattern Recognition, vol. 40, no. 2, pp. 705-717, February 2007.

35.    X.D. Jiang, M. Liu and A. Kot, Fingerprint Retrieval for Identification, IEEE Transactions on Information Forensics and Security, vol. 1, no. 4, pp. 532-542, December 2006.

36.    X.D. Jiang, B. Mandal and A. Kot, Enhanced Maximum Likelihood Face Recognition, Electronics Letters, vol. 42, no. 19, pp. 1089-1090, September 2006.

37.    X.D. Jiang, On Orientation and Anisotropy Estimation for Online Fingerprint Authentication, IEEE Transactions on Signal Processing, vol. 53, no. 10, pp. 4038- 4049, October 2005.

38.    W. Xiong, K.Toh, W. Yau and X.D. Jiang, Model-Guided Deformable Hand Shape Recognition Without Positioning Aids, Pattern Recognition, vol. 38, no. 10, pp. 1651-1664, October 2005.

39.    M. Liu, X.D. Jiang and A. Kot, Fingerprint Reference Point Detection, EURASIP Journal on Applied Signal Processing, vol. 2005, no. 4, pp. 498-509, April 2005.

40.    K. Toh, X.D. Jiang and W. Yau, Exploiting Global and Local Decisions for Multi-Modal Biometrics Verification, IEEE Transactions on Signal processing, vol. 52, no. 10, pp. 3059-3072, October 2004.

41.    K. Toh, W. Yau and X.D. Jiang, A Reduced Multivariate Polynomial Model for Multimodal Biometrics And Classifiers Fusion, IEEE Transactions on Circuits and Systems for Video Technology, vol. 14, no. 2, pp. 224-233, February 2004.

42.    X.D. Jiang, Image Detail-preserving Filter for Impulsive Noise Attenuation, IEE Proceedings: Vision, Image and Signal Processing, vol. 150, no. 3, pp. 179-185, June 2003.

43.    X.D. Jiang and A. Kam, Constructing and Training Feed-Forward Neural Networks for Pattern Classification, Pattern Recognition, vol. 36, no. 4, pp. 853-867, April 2003.

44.    X.D. Jiang and W. Ser, Online Fingerprint Template Improvement, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 8, pp. 1121-1126, August 2002.

45.    X.D. Jiang, W. Yau and W. Ser, Detecting the Fingerprint Minutiae by Adaptive Tracing the Gray Level Ridge Pattern Recognition, vol. 34, no. 5, pp. 999-1013, May 2001.

 

Current Research Areas:

·       Statistical Pattern Recognition

·       Computer Vision

·       Machine Learning

·       Image and Signal analysis

·       Biometrics

·       Face Recognition

·       Fingerprint Recognition

Positions are available at the ROSE Lab:  http://rose.ntu.edu.sg/about%20us/Pages/Join-Us.aspx

Students and visitors interested in the above areas please contact me at

email: exdjiang@ntu.edu.sg ; xudongjiang@ieee.org

Phone: (65) 6790 5018

Fax: (65) 6793 3318

Office and postal address: S1-B1c-105, EEE, NTU, 50 Nanyang Avenue, Singapore 639798

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