邢向磊部门：自动化学院

学科：控制科学与工程

职务：

职称：讲师

指导
资格：
电话：-

传真：

邮箱：xingxl@hrbeu.edu.cn

邮编：150001

地址：Building No. 61, Nantong Street 145, Harbin
个人简介
My research involves pattern recognition, machine learning, and data mining. I am interested in multi-manifold learning, semi-supervised learning, sparse representation, multi-view learning, metric learning transfer learning and deep learning. As practical application goes I am interested in Biometric Recognition (face recognition, gait recognition), Bioinformatics, Image Retrieval, and Video Segmentation.


教育经历
Ph.D. Nanjing University, Nanjing, China 06/2013
Dissertation: Manifold Learning and sparse representation with
their applications in pattern recognition

B.Sc. Nanjing University, Nanjing, China 06/2006
Electronic Science and Engineering


工作经历
Harbin Engineering University, Harbin, China 03/2016 to present
Lecturer: Digital Image Processing (assistant),
Pattern Recognition (assistant)

Harbin Engineering University, Harbin, China 03/2014 to 03/2016
Postdoctoral studies: Multi-view Gait Recognition,
Multi-view Metric learning

Pattern Recognition Journal 09/2016 to present
Reviewer

IEEE Transaction on Image Processing 06/2017 to present
Reviewer

Digital Signal Processing Journal 04/2017 to present
Reviewer

IPSJ Transactions on Computer Vision and Applications 06/2017 to present
Reviewer

Chinese Conference on Biometric Recognition CCBR-2017
Program Committee Member

Second International Conf. on Image and Signal Processing ISPR-2016
Editorial Board Member

InTech 2016
Wrote chapter for book entitled “Manifolds-Current Research Areas”

研究方向
My research involves pattern recognition, machine learning, and data mining. I am interested in multi-manifold learning, semi-supervised learning, sparse representation, multi-view learning, metric learning transfer learning and deep learning. As practical application goes I am interested in Biometric Recognition (face recognition, gait recognition), Bioinformatics, Image Retrieval, and Video Segmentation.

承担项目
? Natural Science Foundation of China (2017): Grand No. **. “Multi-view gait recognition using deep convolutional-Recurrent Neural Networks” (2018-2020), Leading the project

? Natural Science Foundation of Heilongjiang Province, China (2017): Grand No. QC**. “Human identification at a distance based on deep multi-view metric learning” (2018-2020), Leading the project

? Fundamental Research Funds for the Central Universities of China (2016): Grand No. HEUCF160415. “Research on deep multi-view distance metric learning”, Leading the project

? Postdoctoral Sustentation Fund of Heilongjiang Province of China (2014): Grand No. LBH-Z14051. “Multi-view gait recognition based on multi-view manifold learning” (2015-2016), Leading the project

? Natural Science Foundation of China (2015): Grand No. **. “Multi-view gait recognition based on multi-view distance metric learning” (2016-2019), First cooperator



学术交流
1, Sep. 16, 2017-Sep.15, 2018, U.S.A., Visiting Scholar at University of California, Los Angeles.

2, July 1-5, 2013，Italy，Proc. 9th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2013), "Distributed Optimal Cyclotomic Space-Time Coding for Full-Duplex Cooperative Relay Networks"

3, Nov. 29-Dec. 1, 2011，Auckland，Twenty-sixth International Conference on Image and Vision Computing New Zealand， "Gaussian Mixture Models via Direct Nonparametric Discriminant Analysis for Classification of High-Dimensional Data"

招生信息
Master Supervisor

本科生授课课程
Digital Image Processing (assistant)

研究生授课课程
Pattern Recognition (assistant)

实践性教学
教学研究课题
社会兼职



专利成果
[1] Xianglei Xing，Kejun Wang,Tap Yan, Zhuowen Lv. Feature-level fusion method based on data set merging, Patent No：**2.6, Open no.：CN**A,Open date: 2015.09.09

[2] Kejun Wang，Xianglei Xing，Tao Yan，Zhuowen Lv. Multi-view gait recognition method based on optimal discrimination coupling projection，Patent No：ZL**1.8，authorization date: 2017.05.24

[3] Kejun Wang，Zhuowen Lv，Xianglei Xing，Tao Yan. Multi-view gait recognizing based on graph semi-supervised coupling metric method，Patent No：**1.9, Open no: CN**A, Open date: 2015.03.25

出版著作
Xianglei Xing, Kejun Wang and Weixing Feng (2017). A Fusion Scheme of Local Manifold Learning Methods, in the book: Manifolds - Current Research Areas, Prof. Paul Bracken (Ed.), ISBN 978-953-51-2872-4, Print ISBN 978-953-51-2871-7, InTech, January 1, 2017, DOI: 10.5772/66303. Available from: https://www.intechopen.com/books/manifolds-current-research-areas/a-fusion-scheme-of-local-manifold-learning-methods

发表论文
[1] Xianglei Xing*, Kejun Wang*, Tao Yan, Zhuowen Lv, “Complete canonical correlation analysis with application to multi-view gait recognition”, Pattern Recognition, Vol. 50, pp. 107-117, 2016.
[2] Xianglei Xing*, Kejun Wang*. “Couple manifold discriminant analysis with bipartite graph embedding for face recognition at a distance”, Signal Processing, Vol. 125, pp.329-335, 2016
[3] Xianglei Xing*, Sidan Du, Kejun Wang*. “Robust Hessian locally linear embedding techniques for high-dimensional data”, Algorithms, vol.9, No.2, pp. 36-56, 2016
[4] Xianglei Xing*, Kejun Wang and Weixing Feng (2017). A Fusion Scheme of Local Manifold Learning Methods, Manifolds - Current Research Areas, Prof. Paul Bracken (Ed.), InTech, DOI: 10.5772/66303.
[5] Xianglei Xing*, Kejun Wang*, Zhuowen Lv, “Fusion of Gait and Facial Features using Coupled Projections for People Identification at a Distance”, IEEE Signal Processing Letters, Vol.22, No.12, pp.2349-2353, Dec. 2015.
[6] Xianglei Xing*, Kejun Wang*, Zhuowen Lv, Yu Zhou, Sidan Du, "Fusion of Local Manifold Learning Methods", IEEE Signal Processing Letters, Vol. 22, No:4, pp. 395-399, April 2015.
[7] Xianglei Xing*, Kejun Wang*, Xiaofei Yang, “A Novel Feature Fusion Scheme for Human Recognition at a Distance”, Lecture Notes in Computer Science series, Springer, volume 9428, pp. 544-552, 2015.
[8] Xianglei Xing, Yao Yu, Hua Jiang, Sidan Du*: "A Multi-Manifold Semi-Supervised Gaussian Mixture Model for Pattern Classification ", Pattern Recognition Letters, Vol. 34, No. 16, pp. 2118-2125, Dec. 2013
[9] Zhuowen Lv*, Xianglei Xing*, Kejun Wang, Donghai Guan, “Class Energy Image Analysis for Video Sensor-Based Gait Recognition: A Review”, Sensors, vol. 15, No. 1, pp. 932-964, 2015
[10] Qiangpeng Yang, Yu Zhou, Xianglei Xing, Sidan Du, “Multi-step-ahead host load prediction using autoencoder and echo state networks in cloud computing”, Journal of Supercomputing, Vol. 71, No. 8, pp. 3037-3053, Aug. 2015.
[11] Kejun Wang, Xianglei Xing*, Xiaofei Yang, “Research on Finger Vein Recognition based on NSST”, Lecture Notes in Computer Science series, Springer, volume 9428, pp. 321-330, 2015.
[12] Kejun Wang*, Xianglei Xing*, Tao Yan, Zhuowen Lv. "Couple Metric Learning Based on Separable Criteria with its Application in Cross-View Gait Recognition", Lecture Notes in Computer Science series, Springer, volume 8833, pp. 347-356, 2014.
[13] Kejun Wang*, Ying Liang, Xianglei Xing, Rongyi Zhang, “Target detection algorithm based on Gaussian mixture background subtraction model”, Lecture Notes in Electrical Engineering, Springer, volume 336, pp. 439-447,2015.
[14] Xianglei Xing, Sidan Du, Hua Jiang: "Semi-Supervised Nonparametric Discriminant Analysis ", IEICE TRANS. INF. & SYST. Vol.E96-D, No.2, Feb. 2013, pp. 375-378
[15] Xianglei Xing, Sidan Du, Yu Zhou, Yao Yu, Hua Jiang: "Gaussian Mixture Models via Direct Nonparametric Discriminant Analysis for Classification of High-Dimensional Data", Twenty-sixth International Conference on Image and Vision Computing New Zealand, Auckland, pp.365-379, Nov. 29 - Dec. 1, 2011. ISBN: 978-0-473-20281-1
[16] Hua Jiang, Xianglei Xing, Kanglian Zhao, Sidan Du: "OFDM-Based STBC with Low End-to-End Delay for Full-Duplex Asynchronous Cooperative Systems", ETRI Journal, Vol. 35, No. 4, Aug. 2013, pp. 710-713
[17] Hua Jiang, Xianglei Xing, Sidan Du: "Distributed Optimal Cyclotomic Space-Time Coding for Full-Duplex Cooperative Relay Networks", Proc. 9th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2013), Italy, July 1-5, 2013, pp.1504-1508
[18] Xianglei Xing, Sidan Du: "Parallel Implement of the H.264 Video Encoder Based on Cluster of Workstation", Journal of Southeast University (Natural Science Edition), Vol.38, No.6, Nov 2008, pp. 949 - 954
[19] Xianglei Xing, Yu Zhou, Sidan Du: "Power Management Software Based on Embedded Linux System", Computer Engineering, Vol.36, No.1, 2010, pp. 253 - 255.
[20] Xianglei Xing, Yu Zhou, Sidan Du: "On inter-processor communication mechanism based on ARM11 MPCORE", Computer Applications and Software, Vol.26, No.5, 2009, pp. 9 - 10, 110.
荣誉

奖励



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