说明: C:\Users\zhuqi\Desktop\zhuqi.jpg

Qi Zhu (朱旗)

College of Computer Science and Technology,
Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China

Email: zhuqi at nuaa.edu.cn

 Biography

I am an associate professor of College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics since June 2014. I obtained my BS, MS and PhD degrees in Computer Science from Harbin Institute of Technology in 2007, 2010 and 2014, respectively.

I'm interested in medical image analysis, feature extraction, biometrics.

 

Publications [GoogleScholar

]

1. Qi Zhu, Reformative nonlinear feature extraction using kernel MSE, Neurocomputing, 73, 2010, PP:3334–3337 (SCI, IF=2.005)

2. Qi Zhu, Han Sun, Qingxiang Feng, Jinghua Wang, CCEDA: building bridge between subspace projection learning and sparse representation based classification, IET Electronic Letters, 50, 2015(SCI, IF=1.068)
3 . Qi Zhu, Yong Xu, Multi-directional two dimensional PCA with matching score level fusion for face recognition, Neural Computing and Applications, 23(1), 2013, PP:169-174 (SCI, IF=1.763)

4. Jin-Xing Liu, Yong Xu, Ying-Lian Gao, Chun-Hou Zheng, Dong Wang,Qi Zhu, A Class-Information-based Sparse Component Analysis Method to Identify Differentially Expressed Genes on RNA-Seq Data, IEEE Transsactions on Computational Biology and Bioinformatics (in press) (SCI)
5. Qi Zhu, Chengli Sun, Image-based face verification and experiments, Neural Computing and Applications, 2013, 23(3-4): 947-956 (SCI, IF=1.763)
6. Qi Zhu, Zhengming Li, Jinxing Liu, Zizhu Fan, Lei Yu, Yan Chen, Improved Minimum Squared Error Algorithm with Applications to Face Recognition, PLOS ONE, 8 (8), 2013, e70370 (SCI, IF=3.534)
7. Qi Zhu, Daoqiang Zhang, Han Sun, Zhengming Li, Combining L1-norm and L2-norm based representations for face recognition, Optik - International Journal for Light and Electron Optics, Volume 126, Issues 7–8, April 2015, Pages 719–724(SCI, IF=0.677)
8. Qi Zhu, Ningzhong Liu, Zheng Zhang, Baisheng Dai, Multi-sample sparse representation for robust face recognition, Journal of Computational and Theoretical Nanoscience,In press (SCI, IF=1.343)

9. Qi Zhu, Zheng Zhang, Ningzhong Liu, Han Sun, Combining L1-norm and L2-norm based representations for face recognition, Optik - International Journal for Light and Electron Optics, April 2015, (SCI, IF=0.677)
10. Yong Xu, Qi Zhu, Zizhu Fan, David Zhang, Jianxun Mi, Zhihui Lai, Using the idea of the sparse representation to perform coarse to fine face recognition, Information Sciences, 238, PP:138-148, 2013 (SCI, IF=3.893)
11. Yong Xu, Qi Zhu, Zizhu Fan, Yaowu Wang, Jeng-Shyang Pan, From the idea of sparse representation to a representation-based transformation method for feature extraction, Neurocomputing, 113, PP:168-176, 2013 (SCI, IF=2.005)
12. Z. Zhang, L. Wang, Q. Zhu, S. Chen, Y. Chen, Pose-Invariant Face Recognition using Facial Landmarks and Weber Local Descriptor. Knowledge-Based Systems, 84: 78-88, 2015 (SCI)
13. Yong Xu, Qi Zhu, Zizhu Fan, Minna Qiu, Yan Chen, Hong Liu, Coarse to fine K nearest neighbor classifier, Pattern Recognition Letters, 34, PP: 980-986, 2013 (SCI, IF=1.062)
14. Yong Xu, Qi Zhu, David Zhang, Jing-Yu Yang, Combine crossing matching scores with conventional matching scores for bimodal biometrics and face and palmprint recognition experiments, Neurocomputing,74, 2011, PP:3946-3952 (SCI, IF=2.005)
15.Yong Xu, Qi Zhu, Jinghua Wang, Breast Cancer Diagnosis based on a Kernel Orthogonal Transform, Neural Computing and Applications, 21, 2012, PP: 1865-1870 (SCI, IF=1.763)
16.Yong Xu, Qi Zhu, A simple and fast representation-based face recognition method, Neural Computing and Applications, 2013, 22(7-8): 1543-1549 (SCI, IF=1.763)
17. Zhengming Li, Qi Zhu, Yan Chen, A Test Sample Oriented Two-Phase Discriminative Dictionary Learing Algorirhm for Face Recognition, Intelligent Data Analysis, accepted (SCI)
18. Fan Zizhu, Wang Jinghua, Zhu Qi, Fang Xiaozhao, Cui Jinrong, Li ChunhuaLocal minimum squared error for face and handwritten character recognition, Journal of Electronic Imaging, 22(3), 033027, 2013 (SCI, IF=0.850)
19.Yong Xu, Zizhu Fan, Qi Zhu, Feature space-based human face image representation and recognition, Opt. Eng. 51(1), 017205, 2012 (SCI, IF=0.958)
20. Li, Z., Zhu, Q., Xie, B., Cao, J., Zhang, J. A Collaborative Neighbor Representation Based Face Recognition Algorithm. Mathematical Problems in Engineering, 2013. (SCI, IF=1.082)
21. Sun, Chengli, Zhu, Qi, Wan, Minghua, A novel speech enhancement method based on constrained low-rank and sparse matrix decomposition, Speech Communication, 60, 44-55, 2014 (SCI, IF=1.548)
22. Yong Xu, Xiaozhao Fang, Qi Zhu, Yan Chen, Jane You, Hong Liue, Modified Minimum Squared Error Algorithm for Robust Classification and Face Recognition Experiments, Neurocomputing, 2014 (SCI, IF=2.005)
23. Qingxiang Feng , Qi Zhu, Lin-Lin Tang and Jeng-Shyang Pan, Double Linear Regression Classifiication for Face Recognition, Journal of Modern Optics, DOI
10.1080/09500340.2014.97584, SCI, IF=1.169
24. Zheng Zhang, Long Wang, Qi Zhu, Zhonghua Liu, Yan Chen, Noise modeling and representation based classification methods for face recognition, Neurocomputing, Volume 148, 2015, Pages 420–429
SCI, IF=2.005
25. Zizhu Fan, Ming Ni, Qi Zhu, and Ergen Liu. Weighted Sparse Representation for Face Recognition. Neurocomputing, 10.1016/j.neucom.2014.09.035
SCI, IF=2.005
26. Xiaolong Wang , Qi Zhu, Jinrong Cui, Yuewu Wang, Sparse representation method based on Gabor and CLBP, OPTIK, 2013, pp.5843-5850, (SCI, IF=0.447)
27. Yuwu Lu, Zhihui Lai, Zizhu Fan, Jinrong Cui, Qi Zhu, Manifold discriminant regression learning for image classification, Neurocomputing, 166, 2015, pp. 475-486  (SCI)
28. Qi Zhu, Yaowu Wang, Chunshan Li, Visible Light Texture Image Classification using Gabor and LBP Feature, Journal of Computational Information Systems, 2013, 9(21): 8415-8422. (EI)
29. Yong Xu, Qi Zhu, Yan Chen and Jeng-Shyang Pan, An improvement to the nearest neighbor classifier and face recognition experiments, International Journal of Innovative Computing, Information and Control, 9(2), PP:543-554, 2013 (EI)
30. Qi Zhu, Yong Xu, Jinghua Wang et. al, Kernel based sparse representation for face recognition, 21st International Conference on Pattern Recognition (ICPR 2012), November 11-15, 2012. Tsukuba, Japan, pp.1703-1706 (EI)

31. Qi Zhu, Baisheng Dai, Zizhu Fan, Zheng Zhang, Fast Sparse Representation Classification using Transfer Learning , ICCCS 2015 (EI)
32. Qi Zhu, Jinrong Cui, Matrix based Feature Measurement and Extraction for Face Recognition , ICSMIM2014, 2014
33. Qi Zhu, Using linear discriminant analysis to fuse bimodal biometrics traits in complex space, 4th International Conference on Advanced Computer Control, Shanghai, Dec.29-30, 2012 (EI)
34
.Qi Zhu, Jiajun Wen, Yuwu Lu, Charlene Xie, Novel Matrix based Feature Extraction Method for Face Recognition using Gaborface features, International Conference on Genetic and Evolutionary Computing, Aug 25-27, Prague, Czech Republic, 2013 (EI)(Best Paper Award )
35. Zizhu Fan, Ming Ni, Qi Zhu, Yuwu Lu, Kernel Sparse Representation Based Classification for Undersampled Problem, 2014 International Conference on Smart Computing, Hongkong, 11, 2014 (EI)
36. Yong Xu, Qi Zhu, PCA-based multispectral band compression and multispectral palmprint Recognition, 2011 International Conference on Hand-Based Biometrics, Hongkong, PP:90-93, 2011 (EI)
37. Yong Xu, Qi Zhu, Protein secondary structure prediction via kernel minimum squared error, 3rd International Conference on Advanced Computer Control, January 18-20, PP:34-38, 2011 (EI)
38. Yong Xu, Jian Yang, Jiajie Xu, Qi Zhu, Zizhu Fan: Design and Implementation of a Bimodal Face Recognition System. IScIDE 2013: 457-464 (EI)
39. Qi Zhu, A method for rapid feature extraction based on KMSE, WRI Global Congress on Intelligent Systems, Xiamen, PP:335-338,2009 (EI)
40 . Qi Zhu, Yong Xu, Jin-Rong Cui, Xiang-Qian Wu, Ying-Nan Zhao, Chang-Feng Chen, Jing-Hua Wang, A method for constructing simplified kernel model based on kernel-MSE, Second Asia-Pacific Conference on Computational Intelligence and Industrial Applications, Wuhan, PP:237-240, 2009 (EI)

 

Professional Services

  • Reviewer
    Pattern Recognition, Neurocomputing, IET Image Processing, Journal of Electronic Imaging, Neural Computing & Applications, Scientic Research and Essays, International Journal of Image and Graphics.

 

Awards and Honors

  • 2012 Academic Award for Excellent Doctoral Student granted by Ministry of Education
  • 2013 ICGEC Best Paper Award
  • 2012 Doctoral Graduate National Scholarship
  • 2014 Excellent Graduate Student of Harbin Institute of Technology
  • 2011 Shenzhen Natural Science Award
  • 2010 Excellent Graduate Student of Harbin Institute of Technology

 

Updated 2014-12-13