导师姓名：朱旗
性别：男
人气指数：163

所属院校：南京航空航天大学
所属院系：计算机科学与技术学院
职称：副教授
导师类型：硕导
招生专业：软件工程


通讯方式 :
电子邮件：zhuqi@nuaa.edu.cn


个人简述 :
招收2018级软件工程硕士研究生，研究方向为机器学习，模式识别。

科研工作 :
发表学术论文,出版专著情况：
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)
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)
Qi Zhu, Chengli Sun, Image-based face verification and experiments, Neural Computing and Applications, 2013, 23(3-4): 947-956 (SCI)
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)
Qi Zhu, Reformative nonlinear feature extraction using kernel MSE, Neurocomputing, 73(SCI)
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)
Qi Zhu, Zheng Zhang, Ningzhong Liu, Han Sun, Near infrared hand vein image acquisition and ROI extraction algorithm, Optik - International Journal for Light and Electron Optics, 126 (2015) 5682?5687 (SCI)
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)
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, 已录用 (SCI)
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)
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)
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)
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)
Yong Xu, Qi Zhu, A simple and fast representation-based face recognition method, Neural Computing and Applications, 2013, 22(7-8): 1543-1549 (SCI)
Zhengming Li, Qi Zhu, Yan Chen, A Test Sample Oriented Two-Phase Discriminative Dictionary Learing Algorirhm for Face Recognition, Intelligent Data Analysis, 已录用 (SCI)
Li, Z., Zhu, Q., Xie, B., Cao, J., Zhang, J. A Collaborative Neighbor Representation Based Face Recognition Algorithm. Mathematical Problems in Engineering, 2013. (SCI)
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)
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/**.2014.97584 (SCI)
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)
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)
Yong Xu, Zizhu Fan, Qi Zhu, Feature space-based human face image representation and recognition, Opt. Eng. 51(1), 017205, 2012 (SCI)
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)
Xiaolong Wang , Qi Zhu, Jinrong Cui, Yuewu Wang, Sparse representation method based on Gabor and CLBP, OPTIK, 2013, pp.5843-5850 (SCI)
Yuwu Lu, Zhihui Lai, Zizhu Fan, Jinrong Cui, Qi Zhu, Manifold discriminant regression learning for image classification, Neurocomputing, 166, 2015, pp. 475-486 (SCI)
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)
Zizhu Fan, Ming Ni, Qi Zhu, and Ergen Liu. Weighted Sparse Representation for Face Recognition. Neurocomputing, 10.1016/j.neucom.2014.09.035 (SCI)
Zizhu Fan Ming Ni Qi Zhu, L 0-norm sparse representation based on modified genetic algorithm for face recognition, Journal of Visual Communication and Image Representation, 28, 15-20, 2015 (SCI)
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）
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）
Qi Zhu, Baisheng Dai, Zizhu Fan, Zheng Zhang, Fast Sparse Representation Classification using Transfer Learning , International Conference on Cloud Computing and Security，Nanjing, 2015, pp 501-509 （EI）
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）
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）
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)
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)
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)
Yong Xu, Jian Yang, Jiajie Xu, Qi Zhu, Zizhu Fan: Design and Implementation of a Bimodal Face Recognition System. IScIDE 2013: 457-464 (EI)
Qi Zhu, A method for rapid feature extraction based on KMSE, WRI Global Congress on Intelligent Systems, Xiamen, PP:335-338,2009 (EI)
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)

承担的科研项目情况：
1. 国家自然基金青年科学基金项目，主持
2. 江苏省自然科学基金青年项目，主持
3. 中国博士后基金（一等），主持
4. 江苏省博士后基金，主持
5. 高维信息智能感知与系统教育部重点实验室开放课题项目，主持
6. 南京航空航天大学青年教师科研启动基金项目，主持
7 国家自然科学基金面上项目，**、参与
8. 国家自然科学基金面上项目，**、参与。
9. 国家自然基金青年科学基金项目，** 参与
10. 国家自然基金面上项目，** 参与。