张德军

基本信息Personal Information

硕士生导师

性别 : 男

毕业院校 : 武汉大学

学历 : 博士研究生毕业

学位 : 工学博士学位

在职信息 : 在职

所在单位 : 地理与信息工程学院

学科 : 软件工程

办公地点 : 地理与信息工程学院-456

Email :

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个人简介Personal Profile

General Information

I received the Ph.D. degree from the department of computer school, wuhan university, China, in 2015. I am currently a lecturer with the Faculty of Information Engineering, China University of Geosciences, China. Since 2017, I have been serving as a senior member of the China Society for Industrial and Applied Mathematics (CSIAM) and a committee member of the geometric design & computing of CSIAM. My research areas include computer graphics, computer-aided design, computer vision, image and video processing. I have conducted a considerable amount of research in digital geometric processing, computational photography, and I have published more than 30 papers in journals and conferences.

Dr. Zhang's Website  | GitHub 

 

Recent News

· The 2nd International Conference on Artificial Intelligence in China (CHINAAI 2020), May 09-10, 2020, Wuhan, China. Call for papers.

· The 5th Asian Conference on Pattern Recognition (ACPR 2019), Workshop on Multi-Sensor for Action and Gesture Recognition (MAGR), Auckland, New Zealand. Call for papers.

· Yujing Chen, Zhigang Tu, Liuhao Ge, Dejun Zhang, Ruizhi Chen, and Junsong Yuan. SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation with Semi-supervised Learning, IEEE International Conference on Computer Vision (ICCV), 2019 (CCF A)

 

Publications  [Google Scholar Page] 

Journal Paper

·  Dejun Zhang*, Fazhi He, Zhigang Tu, Lu Zou, and Yilin Chen. Pointwise Geometric and Semantic Learning Network on 3D Point Clouds, Integrated Computer-Aided Engineering, 2020, 27(1):57-75. (SCI, T1, IF=4.904 [paper] [code]

·  Mingyue Guo,  Dejun Zhang*, Jun Sun, and Yiqi Wu. Symmetry Encoder-decoder Network with Attention Mechanism for Fast Video Object Segmentation, Symmetry, 2019, 11(8): 1006. (SCI, T3, IF=2.143 [paper] [code]

·  Dejun Zhang*, Mengting Luo, and Fazhi He. Reconstructed Similarity for Faster GANs-Based Word Translation to Mitigate Hubness, Neurocomputing, 2019, 362: 83-93. (SCI, T2, IF=4.072, CCF C [paper] [code]

·  Dejun Zhang*, Mingbo Hong, Lu Zou, Fei Han, Fazhi He, Zhigang Tu, and Yafeng Ren. Attention Pooling-based Bidirectional GRU Model for Sentimental Classification, International Journal of Computational Intelligence Systems, 2019, 12(2): 723-732. (SCI, T4IF=2.153)  [paper] [code]

· Zhigang Tu, Hongyan Li, Dejun Zhang, Justin Dauwels, Baoxin Li, and Junsong Yuan, Action-Stage Emphasized Spatio-Temporal VLAD for Video Action Recognition, IEEE Transactions on Image Processing, 2019, 28(6): 2799-2812. (SCI, T2, IF=5.071, CCF B [paper] [code]

·  Dejun Zhang*, Zhao Zhang, Lu Zou, Zhuyang Xie, Fazhi He, Yiqi Wu, and Zhigang Tu, Part-based Visual Tracking with Spatially Regularized Correlation Filters, The Visual Computer, 2019, doi: 10.1007/s00371-019-01634-5. (SCI, T3IF=1.415, CCF C [paper] [code]

· Zhigang Tu, Wei Xie, Dejun Zhang, Ronald Poppe, Remco C Veltkamp, Baoxin Li, and Junsong Yuan, A survey of variational and CNN-based optical flow techniques, Signal Processing: Image Communication, 2019, 72: 9-24. (SCI, T3, IF=2.073, CCF C [paper] [code]

· Dejun Zhang*, Long Tian, Mingbo Hong, Fei Han, Yafeng Ren, and Yilin Chen, Combining Convolution Neural Network and Bidirectional Gated Recurrent Unit for Sentence Semantic Classification, IEEE Access, 2018, 6:73750-73759.  (SCI, T3IF=4.098)  [paper] [code]

· Yiqi Wu, Fazhi He, Dejun Zhang, and Xiaoxia Li, Service-oriented Feature-based Data Exchange for Cloud-based Design and Manufacturing, IEEE Transactions on Services Computing, 2018, 11(2): 341-353. (SCI, T1, IF=4.418, CCF B [paper] [code]

· Dejun Zhang*, Lu Zou, Yilin Chen, and Fazhi He, Efficient and Accurate Hausdorff Distance Computation based on Diffusion Search, IEEE Access, 2018, 6:1350-1361.  (SCI, T3, IF=4.098)  [paper] [code]

· Dejun Zhang, Fazhi He*, Soonhung Han, Lu Zou, Yiqi Wu, and Yilin Chen, An Efficient Approach to Directly Compute The Exact Hausdorff Distance for 3D Point Sets, Integrated Computer-Aided Engineering, 2017, 24(3): 261-277. (SCI, T1IF=5.264)  [paper] [code]

· Dejun Zhang, Fazhi He*, Soonhung Han, and Xiaoxia Li, Quantitative Optimization of Interoperability During Feature-based Data Exchange, Integrated Computer Aided Engineering, 2015, 23(1): 31-50. (SCI, T1IF=4.981)  [paper] [code]

Conference Paper

· Yujing Chen, Zhigang Tu, Liuhao Ge, Dejun Zhang, Ruizhi Chen, and Junsong Yuan. SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation with Semi-supervised Learning, IEEE International Conference on Computer Vision (ICCV) 2019, (CCF A) [paper] [code]

· Fei Han, Dejun Zhang*, Yiqi Wu, Zirui Qiu, Longyong Wu, Weilun Huang. Human Action Recognition Based on Dual Correlation Network, The 5th Asian Conference on Pattern Recognition (ACPR 2019).  [paper] [code]

· Long Tian, Dejun Zhang*, Fei Han, Mingbo Hong, Xiang Huang, Yilin Chen, and Yiqi Wu, Context-Aware Network Embedding via Variation Autoencoders for Link Prediction, International Conference of Pioneering Computer Scientists, Engineers and Educators, Springer, Singapore, 2018: 322-331  (EI)  [paper] [code]

· Linchao He, Dejun Zhang*, and Long Tian, Visual-Based Character Embedding via Principal Component Analysis, International Conference of Pioneering Computer Scientists, Engineers and Educators. Springer, Singapore, 2018: 212-224. (EI)  [paper] [code]

· Lu Zou, Dejun Zhang*, and Fazhi He, A Fast and Secure Transmission Method Based on Optocoupler for Mobile Storage, International Conference of Pioneering Computer Scientists, Engineers and Educators. Springer, Singapore, 2017: 251-261. (EI)  [paper] [code]

· Dejun Zhang, Fazhi He*, Yiqi Wu, Xiantao Cai, and Xiaoxia Li, Product Data Exchange of Complex Shape Based on Parametric Curve, Proceedings of the 2014 IEEE 18th International Conference on Computer Supported Cooperative Work in Design, IEEE, 2014: 423-428. (EI, CCF C [paper] [code]


Research Project

· Jan.2018~Dec.2020,“The Study of The Similarity Measurement Theory and Optimization Method for Agricultural Machinery Model Based on Octree and Z-order Curve”, Sponsored by National Science Foundation (No. 61702350), PI

· Sep.2017~Sep.2018,“Teaching Research and Reform of Android-Based Embedded System Development”, Sponsored by Google Inc. PI

· July.2017~June.2019,“Application Research of Internet of Things Technology in Laboratory Management”, Sponsored by Sichuan Province University Laboratory Work Research Association. (No. SCSYS2017015), PI

· May.2016~May.2018,“Research on Video Retrieval System Based on Deep Learning”, Sponsored by Wuhan Fangcun Technology Co., Ltd. PI


Patent

· 2017, “System and method for data exchange of heterogeneous CAD model based on genetic algorithm”, Patent No. ZL201410071752.7

· 2016, “One-way U disk file transfer device Based on Optocoupler”, Patent No. ZL201310423666.3


Teaching

· The Principle of Operating System (Undergraduate course)

    Slides:  [chapter I]  [chapter II]  [chapter III]  [chapter V[chapter IV

    Supplement:  [Linux Programming]  [Process Programming]  [Signal Programming

    Code:  [Process]  [Signal

· Mobile computing (Undergraduate course)

    Slides:  [chapter 0]  [chapter 1] 

  • 教育经历Education Background
  • 工作经历Work Experience