宋晓宁 - 江南大学 - 物联网工程学院

个人简介

宋晓宁，博士，教授，硕士生导师。1975年出生，江苏南京人。荣获江苏省“333高层次人才”学术带头人，江苏省“六大人才高峰”。2010年10月毕业于南京理工大学模式识别与智能系统专业，获工学博士学位。2011年5月至2014年5月在南京理工大学计算机科学与技术博士后流动站从事博士后研究。2014年6月至2015年6月在英国Surrey大学电子工程系视觉、语音和信号处理中心(Centre for Vision, Speech and Signal Processing)做访问博士后，合作导师：英国皇家工程院院士、原国际模式识别协会(IAPR)主席Josef Kittler教授。

研究领域

主要从事模式识别、高维图像处理和计算机视觉的研究和教学工作

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

[1]Xiaoning Song*, Zhenhua Feng, Guosheng Hu, Xiaojun Wu. Half-face Dictionary Integration for Representation-based Classification [J].IEEE Trans. on Cybernetics, 47(1) (2017) 142-152. (TOP期刊) [2]Xiaoning Song*, Zhenhua Feng, Guosheng Hu, Josef Kittler, Xiaojun Wu. Dictionary Integration Using 3D Morphable Face Models for Pose-Invariant Collaborative-Representation-Based Classification [J].IEEE Trans. on Information Forensics and Security, 13(11) (2018) 2734-2745. (TOP期刊) [3]Xiaoning Song*, Youming Chen, Zhen-Hua Feng, Guosheng Hu, Tao Zhang, Xiaojun Wu. Collaborative Representation based Face Classification Exploiting Block Weighted LBP and Analysis Dictionary Learning [J].Pattern Recognition, 88 (2019) 127–138. [4]Xiaoning Song*, Guosheng Hu, Jian-Hao Luo, Zhenhua Feng, Dong-Jun Yu, Xiao-Jun Wu. Fast SRC using quadratic optimisation in downsized coefficient solution subspace [J].Signal Processing, 161 (2019) 101–110. [5] Changbin Shao,Xiaoning Song*, Zhen-Hua Feng, Xiao-Jun Wu, Yuhui Zheng. Dynamic Dictionary Optimization for Sparse-representation-based Face Classification using Local Difference Images [J].Information Sciences, 393 (2017) 1-14. (TOP期刊) [6] Shuzhe Bao,Xiaoning Song*, Guosheng Hu, Xibei Yang, Chunli Wang. Colour face recognition using fuzzy quaternion-based discriminant analysis [J].International Journal of Machine Learning and Cybernetics, 10 (2019) 385-395. [7]Xiaoning Song*, Changbin Shao, Xibei Yang, Xiaojun Wu. Sparse representation-based classification using generalized weighted extended dictionary [J].Soft Computing, 21 (2017) 4335–4348. [8]Xiaoning Song*, Xibei Yang, Changbin Shao, Jingyu Yang. Parity symmetrical collaborative representation-based classification for face recognition [J].International Journal of Machine Learning and Cybernetics, 8 (2017) 1485-1492. [9]Xiaoning Song*, Zhenhua Feng, Xibei Yang, Xiaojun Wu. Towards multi-scale fuzzy sparse discriminant analysis using local third-order tensor model of face images [J].Neurocomputing,185 (2016) 53-63. [10]Xiaoning Song*, Zi Liu, Xibei Yang, Jingyu Yang, Yunsong Qi. Extended Semi-supervised Fuzzy Learning Method for Nonlinear Outliers via Pattern Discovery [J].Applied Soft Computing, 29 (2015) 245-255. [11]Xiaoning Song*, Zi Liu, Jingyu Yang, Xiaojun Wu. Using idea of three-step sparse residuals measurement to perform discriminant analysis [J].Soft Computing, 19 (2015) 2355-2370. [12]Xiaoning Song*, Zhen-hua Feng, Guosheng Hu, Xibei Yang, Jiangyu Yang, Yunsong Qi. Progressive sparse representation-based classification using local discrete cosine transform evaluation for image recognition [J].Journal of Electronic Imaging, 24(5) (2015) 053010-1-12. [13]Xiaoning Song*, Zi Liu, Xibei Yang, Jingyu Yang.AParameterizedFuzzy Adaptive K-SVD Approach for theMulti-classes Study of Pursuit Algorithms[J].Neurocomputing, 123 (2014) 131-139. [14]Xiaoning Song*, Zi Liu, Xibei Yang, Shang Gao. A New Sparse Representation-based Classification Algorithm Using Iterative Class Elimination [J].Neural Computing and Applications, 24(7-8) (2014) 1627-1637. [15]Xiaoning Song*, Zi Liu, Xibei Yang, Jingyu Yang.A Fuzzy Supervised Learning Method with Dynamical Parameter Estimation for Nonlinear Discriminant Analysis [J].Computers and Mathematics with Applications, 66 (2013) 1782-1794. [16]Xiaoning Song*, Jingyu Yang, Xiaojun Wu, Xibei Yang. An Optimal Symmetrical Null Space Criterion of Fisher Discriminant for Feature Extraction and Recognition [J].Soft Computing, 15 (2011) 281-293. [17]Xiaoning Song*, Yu-jie Zheng, Xiao-jun Wu, Xi-bei Yang, Jing-yu Yang. A Complete Fuzzy Discriminant Analysis Approach for Face Recognition [J].Applied Soft Computing, 10 (2010) 208-214. [18]Xiaoning Song*, Xibei Yang, Jingyu Yang, Xiaojun Wu, Yujie Zheng. Discriminant Analysis Approach Using Fuzzy Fourfold Subspaces Model[J].Neurocomputing, 73 (2010) 2255-2265. [19] Changbin Shao,Xiaoning Song*, Xin Shu, Xiaojun Wu. Converted-face identification: using synthesized images to replace original images for recognition [J].Multimedia Tools and Applications, 76(5) (2017) 6641–6661. [20] Changbin Shao,Xiaoning Song*, Xibei Yang, Xiaojun Wu. Extended minimum-squared error algorithm for robust face recognition via auxiliary mirror samples [J].Soft Computing, 20(8) (2016) 3177-3187. [21] Zi Liu,Xiaoning Song*, Zhenmin Tang. A novel SRC fusion method using hierarchical multi-scale LBP and greedy search strategy [J].Neurocomputing, 151 (2015) 1455–1467. [22] Liang Shi,Xiaoning Song*, Tao Zhang, Yuquan Zhu. Histogram-Based CRC for 3D-Aided Pose-Invariant Face Recognition [J]. Sensors, 19-759 (2019) 1-24.