Yixiong Liang

Yixiong Liang, Ph.D. 
Associate Professor 
Changsha, Hunan 410083, P.R.China
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.      Yixiong Liang, Lingbo liu, Shenhui Liao, Beiji Zou. “Automatic age estimation via sparse representation”,  submitted to Elsevier

2.      Yixiong Liang, Shenhui Liao, Lei Wang, Beiji Zou. “Exploring Regularized Feature Selection for Person Specific Face Verification”, IEEE International Conference on Computer Vision 2011 (ICCV 2011) . PDF, Poster

3.      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. PDF

4.      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. PDF

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

6.      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. PDF

7.      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. PDF

8.      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. PDF

9.      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. PDF

10.  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. PDF

11.  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. PDF

12.  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. PDF

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

14.  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. PDF

15.  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. PDF

16.  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. PDF

17.  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. PDF

18.  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. PDF

19.  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. PDF

20.  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. PDF