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He zhenyu

Publications

Conference

6. Jing Li, Di Kang, Wenjie Pei, Xuefei Zhe, Ying Zhang, Zhenyu He*, Linchao Bao, Audio2Motion: Generating Diverse Human Motion from Audio with Conditional Variational Autoencoders, ICCV 2021. (CCF A)

5. Zikun Zhou, Wenjie Pei*, Xin Li, Hongpeng Wang, Feng Zheng, Zhenyu He*, Saliency-Associated Object Tracking, ICCV 2021. (CCF A)

4.Qiao Liu, Xin Li, Zhenyu He*, Chenglong Li, et al. LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark, ACM MM 2020. (CCF A) [ PDF | BibTex | code | link ]

3.Yi Li, Wenjie Pei, Zhenyu He*, SRHEN: Stepwise-Refining Homography Estimation Networkvia Parsing Geometric Correspondences in Deep Latent Space, ACM MM 2020. (CCF A) [ PDF ]

2.Qiao Liu, Xin Li, Zhenyu He*, Multi-task Driven Feature Models for Thermal Infrared Tracking, AAAI 2020. (CCF A) [ PDF | BibTex | code | link ]

1.Xin Li, Chao Ma, Baoyuan Wu, Zhenyu He*, Ming-Hsuan Yang, Target-aware deep tracking, CVPR 2019. (CCF A) [ PDF | BibTex | code | link ]

Journal

43. Jinbao Wang, Shujie Tan, Xiantong Zhen, Shou Xu, Feng Zheng*, Zhenyu He, Ling Shao, Deep 3D human pose estimation: A review, Computer Vision and Image Understanding, Vol. 210, 2021, 103325.

42. Di Yuan, Xiaojun Chang, Zhihui Li, Zhenyu He*, Learning Adaptive Spatial-Temporal Context-Aware Correlation Filters for UAV Tracking, ACM Transactions on Multimedia Computing Communications and Applications, Accepted, 2021. ( SCI, JCR 1区,CCF-B Citescore:6.1)

41. Zikun Zhou, Xin Li, Tianzhu Zhang, Hongpeng Wang, and Zhenyu He*, Object Tracking via Spatial-Temporal Memory Network,IEEE Transactions on Circuits and Systems for Video Technology, Accepted, 2021. (SCI, JCR 1区,中科院1区, Citescore:9.0)

40. Honghu Pan, Yongyong Chen, Zhenyu He*, Fanyang Meng, Nanan Fan, TCDesc: Learning Topology Consistent Descriptors for Image Matching, IEEE Transactions on Circuits and Systems for Video Technology, Accepted, 2021. (SCI, JCR 1区,中科院1区, Citescore:9.0)

39. Honghu Pan, Yang Bai, Zhenyu He*, Chunkai Zhang, AAGCN: Adjacency-Aware Graph Convolutional Network for Person Re-Identification, Knowledge-based System, Accepted, 2021. (SCI, JCR 1区,中科院1区, Citescore:11.3.)

38. Zikun Zhou, Xin Li, Tianzhu Zhang, Hongpeng Wang, and Zhenyu He*, Object Tracking via Spatial-Temporal Memory Network,IEEE Transactions on Circuits and Systems for Video Technology, Accepted, 2021. (SCI, JCR 1区,中科院1区, Citescore:9.0)

37. Zikun Zhou, Xin Li, Tianzhu Zhang, Hongpeng Wang, and Zhenyu He*, Object Tracking via Spatial-Temporal Memory Network,IEEE Transactions on Circuits and Systems for Video Technology, Accepted, 2021. (SCI, JCR 1区,中科院1区, Citescore:9.0)

36. Zikun Zhou, Nana Fan, Kai Yang, Hongpeng Wang, Zhenyu He*, Adaptive Ensemble Perception Tracking, Neural Networks, vol.142, pp.316-328, 2021. (SCI, JCR 1区, Citescore: 10)

35. Nana Fan, Xin Li, Zikun Zhou, Qiao Liu, Zhenyu He*, Noise-suppressing Deep Tracking, IEEE Transactions on Circuits and Systems for Video Technology, Accepted, 2021. (SCI, JCR 1区,中科院1区, Citescore:9.0)

34. Kai Yang, Zhenyu He*, Wenjie Pei, Zikun Zhou, Xin Li, Di Yuan and Haijun Zhang, SiamCorners: Siamese Corner Networks for Visual Tracking, IEEE Transactions on Multimedia, Accepted, 2021. (SCI, JCR 1区,中科院1区, Citescore:7.41.)

33. Nana Fan, Xin Li, Zikun Zhou, Qiao Liu, Zhenyu He*, Learning Dual-Margin Model for Visual Tracking, Neural Networks, vol.140, pp.344-354, 2021.(SCI, JCR 1区, Citescore: 10)

32. Shuangyan Yi, Feiping Nie, Yongsheng Liang, Wei Liu, Zhenyu He, Qingmin Liao, Fast Extended Inductive Robust Principal Component Analysis with Optimal Mean, IEEE Transactions on Knowledge and Data Engineering, In Press, 2021. (CCF-A)

31. Nana Fan, Xin Li, Qiao Liu, Zikun Zhou, Zhenyu He*, Interactive Convolutional Learning for Visual Tracking, Knowledge-Based Systems, vol.214, 106724, 2021. (SCI, JCR 1区,中科院1区, Citescore:7.01.)

30. Di Yuan, Xiaojun Chang, Po-Yao Huang, Qiao Liu, Zhenyu He*, Self-supervised Deep Correlation Tracking, IEEE Trans. on Image Processing, vol. 30, pp.976-985, 2021. (CCF-A) [ PDF | BibTex | code | link ]

29. Xin Li, Qiao Liu, Nana Fan, Zikun Zhou, Zhenyu He*, Xiao-yuan Jing, Dual-Regression Model for Visual Tracking, Neural Networks, vol.132, pp.364-374, 2020. (SCI, JCR 1区, Citescore: 10) [ PDF | BibTex | code | link ]

28. Qiao Liu, Xin Li, Zhenyu He*, Nana Fan, Learning Deep Multi-Level Similarity for Thermal Infrared Object Tracking, IEEE Transactions on Multimedia, vol.23, pp.2114-2126, 2021. (SCI, JCR 1区,中科院1区, Citescore:7.41.) [ PDF | BibTex | code ]

27. Kai Yang, Zhenyu He*, Zikun Zhou, Nana Fan, SiamAtt: Siamese attention network for visual tracking, Knowledge-Based Systems, vol.203, 106079, 2020. (SCI, JCR 1区,中科院1区, Citescore:7.01.)[ PDF | BibTex | code ]

26. Di Yuan, Wei Kang, Zhenyu He*, Robust Visual Tracking with Correlation Filters and Metric Learning, Knowledge-Based Systems, 2020(195), 105697. DOI:10.1016/j.knosys.2020.105697. (SCI, JCR 1区,中科院1区,Citescore:7.01.) [ PDF | BibTex | code ]

25. Xiaodong Jia, Xiaoyuan Jing*, Xiaoke Zhu, Songcan Chen, Bo Du*, Ziyun Cai, Zhenyu He*, Dong Yue, Semi-supervised Multi-view Deep Discriminant Representation Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.43, no.7, pp.2496-2509, 2021. (CCF-A)[ PDF ]

24. Di Yuan, Xin Li, Zhenyu He*, Qiao Liu , Shuwei Lu, Visual Object Tracking with Adaptive Structural ConvolutionalNetwork, Knowledge-Based Systems, vol.194, 105554, 2020. DOI:10.1016/j.knosys.2020.105554. (SCI, JCR 1区,中科院1区,Citescore:7.01.)[ PDF | BibTex | code ]

23. Di Yuan, Nana Fan, Zhenyu He*, Learning target-focusing convolutional regression model for visual object tracking, Knowledge-Based Systems, vol.194, 105526, 2020. DOI:10.1016/j.knosys.2020.105526 (SCI, JCR 1区,中科院1区,Citescore:7.01.)[ PDF | BibTex | code ]

22.Qiao Liu, Zhenyu He*, Xin Li, Yuan Zheng, PTB-TIR: A Thermal Infrared Pedestrian Tracking Benchmark, IEEE Transactions on Multimedia, vol.22, no.3 , pp.666-675, 2019.[ PDF | code ]

21.Shuangyan Yi, Zhenyu He*, Xiao-yuan Jing, Yi Li, Yiu-ming Cheung, Feiping Nie, Adaptive Weighted Sparse Principal Component Analysis for Robust Unsupervised Feature Selection, IEEE Transactions on Neural Networks and Learning Systems, vol.31, no.6, pp.2153-2163, 2020. [ PDF ]

20.Nana Fan,Jing Li,Zhenyu He*, Chunkai Zhang, Xin Li, Region-filtering Correlation Tracking, Knowledge-Based Systems, Vol. 172, pp. 95-103, 2019.[ PDF ]

19.Xiaoke Zhu, Xiao-Yuan Jing, Di Wu, Zhenyu He, Jicheng Cao, Dong Yue, Lina Wang, Similarity-maintaining Privacy Preservation and Location-aware Low-rank Matrix Factorization for QoS Prediction based Web Service Recommendation, IEEE Transactions on Services Computing, 2018.s

18.Xin Li, Qiao Liu, Nana Fan, Zhenyu He*, Hongzhi Wang, Hierarchical Spatial-aware Siamese Network for Thermal Infrared Object Tracking, Knowledge-Based Systems, Vol. 166, pp.71-81, 2019.[ PDF | code ]

17.Shuangyan Yi, Yingyi Liang, Zhenyu He*, Yi Li, Yiu-ming Cheung, Dual Pursuit for Subspace Learning, IEEE Transactions on on Multimedia, vol.21, no.6, pp.1399-1411, 2019. [ PDF ]

16.Qiao Liu, Xiaohuan Lu, Zhenyu He*, Chunkai Zhang, Wen-Sheng Chen, Deep Convolutional Neural Networks for Thermal Infrared Object Tracking, Knowledge-Based Systems, 2017,vol.134, pp.189-198. [ PDF | BibTex | code ]

15.Shuangyan Yi, Zhenyu He*, Yiu-Ming Cheung, Wen-Sheng Chen, Unified sparse subspace learning via self-contained regression, 2017, IEEE Transactions on Circuits and Systems for Video Technology, 2018, vol.28, no.10, pp.2537-2550.[ PDF | BibTex ]

14.Shuangyan Yi, Zhihui Lai, Zhenyu He*, Yiu-Ming Cheung, Yang Liu, Joint Sparse Principal Component Analysis, Pattern Recognition, 2017, Vol.61, pp.524-536. [ PDF | BibTex ]

13.Xin Li, Qiao Liu, Zhenyu He*, Hongpeng Wang, Chunkai Zhang, Wen-Sheng Chen, A multi-view model for visual tracking via correlation filters, Knowledge-Based Systems. 2016, Vol.113, pp.88-99.[ PDF | BibTex | code ]

12.Xiao Ma, Qiao Liu, Zhenyu He*, Xiaofeng Zhang, WenSheng Chen, Visual Tracking via Exemplar Regression Model, Knowledge-Based Systems,2016,vol.106, pp.26-37.[ 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. [ PDF | BibTex | code ]

10.Zhenyu He, Shuangyan Yi, Yiu-Ming Cheung, Xinge You, and Yuan Yan Tang, Robust Object Tracking via Key Patch Sparse Representation, IEEE Trans. on Cybernetics, 2017,Vol.47, No.2, pp.354-364.[ 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 Systems,2015,Vol. 86, pp.21-32.[ 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, 2014, Vol. 71, pp.409-418. [ PDF | BibTex ]

7.Xinghua You, Xin Li, Zhenyu He*, and X.F. Zhang. “A robust local sparse tracker with global consistency constraint”. Signal Processing, 2014, Vol. 111, pp.308-318.[ 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, 2014, Vol.110, pp.178-187.[ PDF | BibTex ]

5.Zhenyu He and Albert C.S.Chung, “3-D B-spline Wavelet-based Local Standard Derivation (BWLSD): Its Application to Edge Detection and Vascular Segmentation in Magnetic Resonance Angiography”, International Journal of Computer Vision, Vol.87(3), pp.235-265, 2010.[ PDF | BibTex ]

4.Zhenyu He, Xinge You, Long Zhou, Yiuming Cheung, Jianwei Du,“Writer identification using fractal dimension of wavelet subbands in gabor domain”,Integrated Computer-Aided Engineering, Vol.17(2), pp. 157-165, 2010. [ PDF | BibTex ]

3.Zhenyu He, Xinge You and Y.Y.TANG, “Writer Identification of Chinese Handwriting Documents Using Hidden Markov Tree Model”, Pattern Recognition, 2008, Vol.41, pp.1295-1307.[ PDF | BibTex ]

2.Zhenyu He, Xinge You and Y.Y.TANG, “Texture image retrieval based on non-tensor product wavelet filter banks”, Signal Processing, Vol.89 (8), Issues 10-12, pp.1501-1510, 2009.[ PDF | BibTex ]

1.Zhenyu He, Xinge You and Y.Y.TANG, “Writer Identification Using Global Wavelet-based Features”, Neurocomputing, Vol. (71), Issues 10-12, pp.1832-1841, 2008.[ PDF | BibTex ]

Datasets

2.Qiao Liu, Xin Li, Zhenyu He*, Chenglong Li, et al. LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark, ACM MM 2020. (CCF A) [ PDF | BibTex | code | link]

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