Yixiong Liang

Yixiong Liang, Ph.D.

Associate Professor

School of Information Science and Engineering

Central South University

Changsha, Hunan 410083, P.R.China

yxliang@csu.edu.cn

Voice: (86)731-88877701

Fax: (86)731-88877701

General Interests:

Computer Vision; Machine Learning; Pattern Recognition; Image Processing;

Curriculum Vitae

Selected Publications (in English):

1. Liang, Yixiong, Yuan Mao, Zhihong Tang, Meng Yan, Yuqian Zhao, Jianfeng Liu. Efficient Misalignment-Robust Multi-Focus Microscopical Images Fusion. 2018 (Submitted to Signal Processing).

2. Liang, Yixiong, Yuan Mao, Zhihong Tang, Meng Yan, Jianfeng Liu. Scale-Invariant Structure Saliency Selection for Fast Image Fusion. 2018 (Submitted to Information Fusion).

3. Liang, Yixiong, Rui Kang, Chunyan Lian, and Yuan Mao. "An End-to-End System for Automatic Urinary Particle Recognition with Convolutional Neural Network." Journal of medical systems 42, no. 9 (2018): 165

4. Liang, Yixiong, Zhihong Tang, Meng Yan, and Jianfeng Liu. "Object detection based on deep learning for urine sediment examination." Biocybernetics and Biomedical Engineering, 38: 661-670 (2018)

5. Ye-zhan Zeng, Shenghui Liao, Ping Tang, Yu-qian Zhao, Miao Liao, Yan Chen, Yixiong Liang: Automatic liver vessel segmentation using 3D region growing and hybrid active contour model. Computers in Biology and Medicine, 97: 63-73 (2018)

6. Jiazhi Xia, Le Gao, Kezhi Kong, Ying Zhao, Yi Chen, Xiaoyan Kui, and Yixiong Liang. "Exploring Linear Projections for Revealing Clusters, Outliers, and Trends in Subsets of Multi-dimensional Datasets." Journal of Visual Languages & Computing, (2018)

7. Jiang, Yingjun, Jianxin Wang, Yixiong Liang, and Jiazhi Xia. "Combining static and dynamic features for real-time moving pedestrian detection." Multimedia Tools and Applications (2018): 1-15.

8. Chunyan Lian, Yixiong Liang, Rui Kang, and Yuan Mao. "A novel diabetic retinopathy classification scheme based on compact bilinear pooling CNN and gradient boosted decision tree." Journal of Information Hiding and Multimedia Signal Processing, vol 9, no. 5 (2018): 821-829.

9. Chengzhang Zhu, Beiji Zou, Rongchang Zhao, Jinkai Cui, Xuanchu Duan, Zailiang Chen, Yixiong Liang: Retinal vessel segmentation in colour fundus images using Extreme Learning Machine. Computerized Medical Imaging and Graphics, 55: 68-77 (2017)

10. Ye-zhan Zeng, Yu-qian Zhao, Ping Tang, Miao Liao, Yixiong Liang, Shenghui Liao, Beiji Zou: Liver vessel segmentation and identification based on oriented flux symmetry and graph cuts. Computer Methods and Programs in Biomedicine 150: 31-39 (2017)

11. Fan Guo, Xin Zhao, Beiji Zou, Yixiong Liang: Automatic Retinal Image Registration Using Blood Vessel Segmentation and SIFT Feature. International Journal of Pattern Recognition and Artificial Intelligence, 31(11): 1-25 (2017)

12. Wang, Lei, Yixiong Liang, Wangyang Cai, and Beiji Zou. "Failure detection and correction for appearance based facial tracking." Chinese Journal of Electronics 24, no. 1 (2015): 20-25.

13. Zhu, C. Z., B. J. Zou, Y. Xiang, Q. Yan, Yixiong Liang, J. Cui and Q. Liu. “A survey of retinal vessel segmentation in fundus images." J. Comput.-Aided Des. Comput. Graph 27, no. 11 (2015): 2046-2057.

14. Yixiong Liang, Lingbo liu, Shenhui Liao, Beiji Zou. “Face-Based Human Age Estimation via Sparse Representation”.

15. Yixiong Liang, Shenhui Liao, Lei Wang, Beiji Zou. “Exploring regularized-based method for person specific face verification”, IEEE Conference on Computer Vision 2011 (ICCV 2011).

16. Yixiong Liang, Lei Wang, Shenghui Liao, Beiji Zou. “Feature Selection via Simultaneous Sparse Approximation for Person Specific Face Verification”, IEEE International Conference on Image Processing (ICIP 2011), 2011, 801-804.

17. Yixiong Liang, Lingbo liu, Ying Xu, Beiji Zou. “Multi-Task GLOH Feature Selection for Human Age Estimation”, IEEE International Conference on Image Processing (ICIP 2011), 2011, 573-576.

18. Yixiong Liang, Lei Wang, Yao Xiang, Beiji Zou. “Feature selection via sparse approximation for face recognition”. arXiv: 1102.2748. 2011.

19. Yixiong Liang, Ying Xu, Lingbo Liu, Beiji Zou. “A multi-layer model for face aging simulation”. International Conference on Computer Animation and Social Agents (CASA 2011), LNCS Transactions on Edutainment VI. 2011, 6758: 182-192.

20. Shenghui Liao, Yixiong Liang, Lingzhi Li, Beiji Zou. “Practical craniofacial surgery simulator based on GPU accelerated lattice shape matching”. International Conference on Computer Animation and Social Agents (CASA 2011), Computer Animation and Virtual Worlds. 2011, 22(2, 3): 269-276.

21. Guojiang Xin, Beiji Zou, Jianfeng Li, Yixiong Liang. "Multi-focus Image Fusion Based on The Nonsubsampled Contourlet Transform and Dual-layer PCNN Model", Information Technology Journal. 2011, 10(6): 1138-1149.

22. Liping Yang, Weiguo Gong, Xiaohua Gu, Weihong Li, Yixiong Liang. “Null space discriminant locality preserving projections for face recognition”, Neurocomputing, 2008, 71(16-18): 3644-3649.

23. Yixiong Liang, Chengrong Li, Weiguo Gong, Yingjun Pan. “Uncorrelated Linear Discriminant Analysis Based on Weighted Pairwise Fisher Criterion”, Pattern Recognition, 2007, 40(12): 3606-3615.

24. Yixiong Liang, Chengrong Li, Hongqiang Yue, Yangyu Luo. “Age simulation in young face images”, In: IEEE Conference on Bioinformatics and Biomedical Engineering (ICBBE), 2007, 494-497.

25. Hongqiang Yue, Chengrong Li, Yixiong Liang, Yangyu Luo. “Tracking Human Arm from Monocular Videos”, In: International Conference on Mechantronics and Automation (ICMA), 2007, 2155-2159.

26. Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li. “Generalizing relevance weighted LDA”, Pattern Recognition, 2005, 38(11): 2217-2219.

27. Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li. “Face Recognition Using Uncorrelated, Weighted Linear Discriminant Analysis”, In: Third International Conference on Advances in Pattern Recognition (ICAPR), 2005, 192-198.

28. Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li. “Face Recognition Using Heteroscedastic Weighted Kernel Discriminant Analysis”, In: Third International Conference on Advances in Pattern Recognition (ICAPR), 2005, 199-205.

29. Weihong Li, Weiguo Gong, Yixiong Liang, Weimin Chen. “Feature Selection Based on KPCA, SVM and GSFS for Face Recognition”, In: Third International Conference on Advances in Pattern Recognition (ICAPR), 2005, 344-350.

30. Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li, Zhenjiang Hu. “Gabor Features-Based Classification Using SVM for Face Recognition”, In: International Symposium on Neural Networks (ISNN), 2005, 118-123.

31. Yixiong Liang, Weiguo Gong, Yingjun Pan, Jiamin Liu, Weihong Li, Hongmei Zhang. “Research on face recognition based on singular value decomposition”, In: SPIE Conference on Biometric Technology for Human Identification, 2004, 5405: 462-469.

32. Jiamin Liu, Weihong Li, Weiguo Gong, Yixiong Liang, Hongmei Zhang. “Multiclass classification and recognition method for a Chinese human face”, In: SPIE Conference on Biometric Technology for Human Identification, 2004, 5405: 453-461.

33. Hongmei Zhang, Weiguo Gong, Weihong Li, Yixiong Liang, Jiamin Liu. “Face detection method based on information fusion”, In: 3rd International Symposium on Instrumentation Science and Technology, 2004, 36-42.