•Image Processing、Pattern Recognition、Optimization Theory
· 2013-至今,副教授, 计算机科学与技术学院,浙江工业大学。
· 2010-2012,博士后,计算机视觉中心,中山大学。(合作导师:戴道清教授)
· 2005-09至2009-12,博士,计算机应用技术,华南理工大学。(导师:齐德昱教授)
· 2002-09至2005-07,硕士,计算机应用技术,武汉理工大学。(导师:郭庆平教授)
· 1998-09至2002-07,本科,交通土建工程, 武汉理工大学(原武汉工业大学)。
* 基于深度神经网络的图像超分辨率分析:https://gitee.com/mordeky/srcaffe.
5. 2018-01至2020-12: 基于属性语义相关性推断的有偏移图像识别研究, 浙江省自然科学基金 (面上项目, 8万), LY18F020031/ Y18F020125.
4. 2015-01至2017-12: 基于扩展的结构化误差编码方法的有遮挡人脸识别研究, 国家自然科学基金 (青年基金, 26万), 61402411 / F020502.
3. 2014-01至2016-12: 有遮挡人脸识别的结构化误差加权方法研究, 浙江省自然科学基金 (面上项目, 9万), LY14F020015 / Y14F020068.
2. 2013-07至2015-06: 有遮挡人脸识别的结构化稀疏正则化方法研究, 浙江工业大学校基金 (3万).
1. 2018-01至2019-12: 以全面、高效和可持续性为导向的《Java EE技术》课堂教学方法研究, 浙江工业大学课堂教学改革项目 (1万).
8. 李小薪, 梁荣华. 有遮挡人脸识别综述:从子空间回归到深度学习. 计算机学报. 2018, 41(1): 177-207.
7. Xiao-Xin Li, Lin He, et al. Adaptive Weberfaces for occlusion-robust face representation and recognition, IET Image Processing, 2017, 11(11): 964-975. (SCI, CCF C类).
6. Xiao-Xin Li, Dao-Qing Dai, Xiao-Fei Zhang, and Chuan-Xian Ren, Structured Sparse Error Coding for Face Recognition with Occlusion, IEEE Transactions on Image Processing, 2013, 22(5): 1889-1900. (.pdf, Appendix.pdf, .ppt, Matlab-Code, SCI, 影响因子3.042)
5. Lin He, Yuan-Qing Li, Xiao-Xin Li, and Wei Wu, Spectral-Spatial Classification of Hyperspectral Image via Spatial Translation-Invariant-Wavelet Based Sparse Representation, IEEE Transactions on Geoscience and Remote Sensing, 2014, 53(5): 2696-2712. (CCF B类)
4. Pengyi Hao, Y Xia, Xiao-Xin Li, et al. Discriminative histogram intersection metric learning and its applications, Journal of Computer Science and Technology, 2017, 32(3): 507-519. (SCI, CCF B类)
3. Ronghua Liang, Wenjia Shen, Xiao-Xin Li. Haixia Wang, Bayesian Multi-distribution-based Discriminative Feature Extraction for 3D Face Recognition, Information Sciences, 2015, 320(C): 406–417. (.pdf, SCI)
2. Chuan-Xian Ren, Dao-Qing Dai, Xiao-Xin Li, and ZhaoRong Lai, Band Reweighed Gabor Kernel Embedding for Face Image Representation and Recognition, IEEE Transactions on Image Processing, 2014, 23(2): 725-740. (.pdf, SCI, CCF A类)
1. Xiao-Fei Zhang, Dao-Qing Dai, and Xiao-Xin Li, Protein Complexes Discovery Based on Protein Protein Interaction Data Via a Reguarized Sparse Generative Network Model, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2012, 9(3): 857-870. (.pdf, SCI, 影响因子1.543)
7. Ronghua Liang, Xiao-XinLi, Mixed Error Coding for Face Recognition with Mixed Occlusions, International Joint Conference on Artificial Intelligence (IJCAI), Buenos Aires, Argentina, 2015, pp. 3657-3663. (.pdf)
6. Xiao-Xin Li, Ronghua Liang, YuanjingFeng, Haixia Wang. Robust Face Recognition with Occlusion by Fusing Image Gradient Orientatios With Markov Random Fields, International Conference on Intelligence Science and Big Data Engineering (IScIDE), Suzhou, China, 2015, pp. 431-440. (.pdf)
5. Xiao-Xin Li, Ronghua Liang, JiaquanGao, Haixia Wang, Facial Occlusion Detection via Structured Error Metrics and Clustering, International Conference on Intelligence Science and Big Data Engineering (IScIDE), Suzhou, China, 2015, pp. 118-127. (.pdf)
4. Xiao-Xin Li, Dao-Qing Dai, and Xiao-Fei Zhang, Face Recognition with Continuous Occlusion Using Partially Iteratively Reweighted Sparse Coding, first Asian Conference on Pattern Recognition (ACPR), Beijing, China, 2011, pp. 293-297. (EI)
3. Zhao-Xiong Deng, Dao-Qing Dai, and Xiao-Xin Li, Low-Resolution Face Recognition Via Color Information and Regularized Coupled Mappings, Chinese Conference on Pattern Recognition (CCPR), Chongqing, China, 2010, pp. 1-5. (EI)
2. Xiao-Xin Li, De-Yu Qi, and Zheng-Ping Qian, Non-Recursive Wavelet Transforms in \ell^2(Z_c^+), IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application (PACIIA), Wuhan, China, 2008, pp. 982-986. (EI)
1. Xiao-Xin Li, Qing-Ping Guo, and Feng Zhang, A General Dynamic Secret Sharing Algorithm in Distributed System, International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES), Wuhan, China, 2004, pp. 1045-1053. (ISTP)
4. 基于结构感知的人脸遮挡检测方法, 发明人:李小薪, 李晶晶, 梁荣华等, 专利号:201610028275.5. (在审)
3.基于混合误差编码的人脸识别方法, 发明人: 李小薪, 梁荣华等; 专利号: 201510257647.7; 授权日: 2018-01-09.(已转让,售价5.5万元)
2.基于结构化误差编码的人脸遮挡检测方法. 发明人: 李小薪, 戴道清; 专利号: 201210187427.8; 授权日: 2014-10-29.
1. 基于贝叶斯多元分布特征提取的三维人脸识别方法, 发明人:梁荣华, 沈闻佳, 李小薪等; 专利号: 201510069223.8;授权日: 2017-10-29.
5. 基于LyX的学位论文模板自动生成与配置工具软件, 软著登记号: 2017SR459912. 项目链接.
4.教师网上成绩录入软件, 软著登记号: 2015SR001527. 项目链接.
3.月球环形山检测:形态学图像处理的应用(MatlabCode.rar)。
2. MatlabPathSync: Matlab的路径管理工具(使用说明.pdf, MatlabPathSync.rar, FileSync(C++源码).rar)。可以方便地自定义Matlab的搜索路径、“一键式”重置搜索路径、去除冗余路径、控制Matlab路径搜索的先后次序。
1. RollCall:课堂随机点名软件(使用说明.pdf, RollCall.rar, RollCall(C++源码).rar)。
· 软件测试、Java程序设计、Java EE技术
· QQ: 31707393; E-mail: mordekai@zjut.edu.cn