近期论文
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期刊论文
· Long Tian, Zhigang Tu, Dejun Zhang, Jun Liu, Baoxin Li, and Junsong Yuan. Unsupervised Learning of Optical Flow With CNN-based Non-Local Filtering, IEEE Transactions on Image Processing, 2020, 29: 8429-8442. (SCI, 中科院一区, CCF A)
· Dejun Zhang, Linchao He, Mengting Luo, Zhanya Xu*, and Fazhi He. Weight Asynchronous Update: Improves the Diversity of Filters in Deep Convolutional Network, 《计算可视媒体(英文)》(Computational visual media), 2020, 6(4):455-466. (SCI, 中国科技期刊卓越行动计划)
· Yiqi Wu, Shichao Ma, Dejun Zhang*, and Jun Sun. 3D Capsule Hand Pose Estimation Network Based on Structural Relationship Information. Symmetry, 2020, 12(10): 1636. (SCI, 中科院四区)
· Dejun Zhang*, Linchao He, Zhigang Tu*, Fei Han, Shifu Zhang, and Boxiong Yang. Learning Motion Representation for Real-Time Spatio-Temporal Action Localization, Pattern Recognition, 2020, 103: 107312. (SCI, 中科院二区, CCF B)
· 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, 中科院一区)
· 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, 2020, 36: 509-527. (SCI, 中科院四区, CCF C)
· Mingyue Guo, Dejun Zhang*, Jun Sun. Symmetry Encoder-decoder Network with Attention Mechanism for Fast Video Object Segmentation, Symmetry, 2019, 11(8): 1006. (SCI, 中科院四区)
· Dejun Zhang*, Mengting Luo, and Fazhi He. Reconstructed Similarity for Faster GANs-Based Word Translation to Mitigate Hubness, Neurocomputing, 2019, 362: 83-93. (SCI, 中科院二区, CCF C)
· 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, 中科院四区)
· 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, 中科院一区, CCF A)
· 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, 中科院二区, CCF C)
· 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, 中科院二区)
· 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, 中科院一区, CCF B)
· 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, 中科院二区)
· 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, 中科院一区)
· 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, 中科院一区)
会议论文
· 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).
· Fei Han, Dejun Zhang*, Yiqi Wu, Zirui Qiu, Longyong Wu, and Weilun Huang. Human Action Recognition Based on Dual Correlation Network, The 5th Asian Conference on Pattern Recognition (ACPR 2019).
· 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)
· 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)
· 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)
· 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)
学术兼职
2017.8至今 中国工业与应用数学学会几何设计与计算专业委员会委员
2014.7至今 担任近10个国际权威SCI期刊的审稿专家，如IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), IEEE Transactions on Multimedia (TMM), The Visual Computer (TVC), Measurement, Multimedia Tools and Applications (MTAP), IEEE Access等.
担任多个国际国内会议的审稿专家，如GDC 2017, GDC 2018, ICPCSEE 2018, GDC 2019, ICPCSEE 2019, ACPR 2019, CHINAAI 2020, ISCAS 2020等.
2018.9至今 ACCV 2020 Workshop, Committee Members. CHINAAI 2020, Publication Co-Chairs. ACPR 2019 Workshop, Technical Program Committee (TPC). GDC 2018, Program Committee (PC). ICPCSEE 2019, Program Committee (PC).
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