Dr. Zhenyu He, Professor Email:zhenyuhe@hit.edu.cn Chinese Homepage

About me

I am a professor and PhD supervisor at the School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen). I received my PhD in Computer Science, Hong Kong Baptist University (HKBU). My research interests focus on Computer Vision, Image Processing, Pattern Recognition, and Machine Learning.

Position Available
 

I am looking for PhD student, postdoctoral fellow in Computer Vision, Image Processing, Machine Learning, and Pattern Recognition. Please send me your CV if you have interest.

Contact information
 

Email: zhenyuhe@hit.edu.cn

Phone(office): 86-0755-26033060

Address: Room 618, G block, HIT Campus, University Town of Shenzhen, Shenzhen City, China.

Publications

Journal
 

[18]Yingyi Liang, Lei You, Xiaohuan Lu, Zhenyu He*, Hongpeng Wang, Low-Rank Projection Learning via Graph Embedding, 2018, Neurocomputing, in press. (SCI, JCR 2, Impact factor: 3.241) [pdf]

[17]Qiao Liu, Xiaohuan Lu, Zhenyu He*, Chunkai Zhang, Wen-Sheng Chen, Deep Convolutional Neural Networks for Thermal Infrared Object Tracking, 2017, Knowledge-Based Systems, vol.134, pp.189-198, 2017. (SCI, JCR 1, Impact factor: 4.529) [pdf] [BibTeX] [Code]

[16]Shuangyan Yi, Zhenyu He*, Yi Li, Yiu-Ming Cheung, Unified sparse subspace learning via self-contained regression, 2017, IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2017.2721541. (SCI, JCR 1, Impact factor: 3.599) [pdf] [BibTeX]

[15]Shuangyan Yi, Yingyi Liang, Zhenyu He, Yi Li, Yiu-ming Cheung, Dual Pursuit for Subspace Learning, 2017, Technical Report. [pdf]

[14]Xin Li, Qiao Liu, Zhenyu He*, Hongpeng Wang, Chunkuai Zhang, Wen-sheng Chen, A multi-view model for visual tracking via correlation filters, 2016, Knowledge-Based Systems, Vol.113, pp.88-99. (SCI, JCR 1, Impact factor: 3.325) [pdf] [BibTeX] [Code]

[13]Shuangyan Yi, Zhihui Lai, Zhenyu He*, Yiu-Ming Cheung, Yang Liu, Joint Sparse Principal Component Analysis, Pattern Recognition, 2016, vol. 61, pp.524-536.(SCI, JCR 1, Impact factor: 3.399.) [pdf] [BibTeX]

[12]Xiao Ma, Qiao Liu, Zhenyu He*, Xiaofeng Zhang, Wen-Sheng Chen, Visual Tracking via Exemplar Regression Model, Knowledge-Based Systems, 2016, vol.106, pp.26-37.(SCI, JCR 1, Impact factor: 3.325.) [pdf] [BibTeX] [Code]

[11]Zhenyu He, Xin Li, Dachen Tao, Xinge You, and Yuan Yan Tang, Connected Component Model for Multi-Object Tracking, IEEE Trans. on Image Processing, 2016, vol.25, no.8, pp.3698-3711. (SCI, JCR 1, Impact factor: 3.625.) [pdf] [BibTeX][Code]

[10]Shuangyan Yi, Zhenyu He*, Yiu-Ming Cheung, Xinge You, and Yuan Yan Tang, Robust Object Tracking via Key Patch Sparse Representation, IEEE Transactions on Cybernetics, vol.47, no.2, pp.354-364, 2016.(SCI, JCR 1, Impact factor: 6.02.) [pdf] [BibTeX]

[9]Zhenyu He, Yuxin Cui, Hongpeng Wang, Xinge You, C.L.Philip Chen, One Global Optimization Method in Network Flow Model for Multiple Object Tracking, Knowledge-based System, 86:21-32, (2015). (SCI, JCR 1, Impact factor: 3.05.) [pdf] [BibTeX]

[8]Xin Li, Zhenyu He*, Xinge You, and C. L. Philip Chen. A novel joint tracker based on occlusion detection. Knowledge-Based Systems, 71: 409-418 (2014). (SCI, JCR 1, Imapct factor: 3.05.) [pdf] [BibTeX] [Code]

[7]Xinghua You, Xin Li, Zhenyu He*, and X.F. Zhang. A robust local sparse tracker with global consistency constraint. Signal Processing, vol.111, pp.308-318, 2014.(SCI, JCR 1, Imapct factor: 2.23.)[pdf] [BibTeX]

[6]Shuangyan Yi, Zhenyu He*, Xinge You, and Yiu-Ming Cheung. Single object tracking via robust combination of particle filter and sparse representation. Signal Processing, Vol.110, pp.178-187, (2014).(SCI, JCR 1, Impact factor: 2.23.)[pdf] [BibTeX]

[5]Zhenyu He and Albert C.S.Chung. 3-D B-spline wavelet-based local standard deviation (BWLSD): its application to edge detection and vascular segmentation in magnetic resonance angiography. International Journal of Computer Vision(IJCV), Vol.87(3), pp.235-265 (2010). (SCI, JCR 1, Impact factor: 6.085.) [pdf] [BibTeX]

[4]Zhenyu He, Xinge You, Long Zhou, Yiuming Cheung, and Jianwei Du. Writer identification using fractal dimension of wavelet subbands in Gabor domain. Integrated Computer-Aided Engineering, Vol.17(2) pp.157-165,(2010). (SCI, JCR 1, Impact factor: 2.122.) [pdf] [BibTeX]

[3]Zhenyu He, Xinge You, and Yuan Yuan, Texture image retrieval based on non-tensor product wavelet filter banks, Signal Processing, 2009, vol.89(8), pp.1501-1510 (2009) (SCI, JCR 1,Impact factor: 1.256.) [pdf] [BibTeX]

[2] Zhenyu He, Xinge You, and Y.Y.TANG. Writer identification of Chinese handwriting documents using hidden Markov tree model. Pattern Recognition, Vol.41, pp.1295-1307 (2008).(SCI, JCR 1, Impact factor: 3.279.) [pdf] [BibTeX]

[1]Zhenyu He, Xinge You, and Y.Y.TANG. Writer identification using global wavelet-based features. Neurocomputing, Vol.(71), Issue 10-12, pp.1832-1841(2008). (SCI, JCR 1, Impact factor: 1.234.) [pdf] [BibTeX]

Conference
 

[1]Shuangyan Yi, Zhenyu He and Yi Li, Yiu-Ming Cheung, Wen-Sheng Chen. Simultaneous Dual-Views Reconstruction with Adaptive Dictionary and Low-Rank Representation. International Conference on Pattern Recognition (ICPR), 2016 ,pp.1608-1612. [pdf] [BibTeX]

Dataset
 

[1]Qiao Liu, Zhenyu He*, Xin Li, Yuan Zheng. PTB-TIR: A Thermal Infrared Pedestrian Tracking Benchmark. IEEE Transactions on Multimedia, 2019. [pdf]

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