PUBLICATIONS (Google Scholar Page)

  • Zeyi Huang, HaohanWang, Eric Xing, Dong Huang, Self-Challenging Improves Cross-Domain Generalization, European Conference on Computer Vision(ECCV), Oral top 2%, PDF, Codes, 2020.

  • Wei Ke, Tianliang Zhang, Zeyi Huang, Qixiang Ye, Jianzhuang Liu and Dong Huang, Multiple Anchor Learning for Visual Object Detection, IEEE Conference on Computer Vision and Pattern Recognition(CVPR), PDF, Codes, 2020.

​ ​

  • Jimuyang Zhang, Sanping Zhou, Xin Chang, FangbinWan, JinjunWang, YangWu, Dong Huang, Multiple Object Tracking by Flowing and FusingarXiv:2001.11180 , Dec. 2019.

  • Zeyi Huang, Wei Ke, Dong Huang, Improving Object Detection with Inverted Attention, IEEE Winter Conference on Applications of Computer Vision (WACV), PDF, arXiv:1903.12255, 2020.

  • Fei Wang, Sanping Zhou, Stanislav Panev, Jinsong Han and Dong Huang, Person-in-WiFi: Fine-grained Person Perception using WiFi, International Conference on Computer Vision (ICCV), PDF, arXiv:1904.00276, 2019.

  • Jimuyang Zhang, Sanping Zhou, Jinjun Wang, Dong Huang, Frame-wise Motion and Appearance for Real-time Multiple Object Tracking, arXiv:1905.02292, 2019.

  • Fei Wang, Stanislav Panev, Ziyi Dai, Jinsong Han, Dong Huang, Can WiFi Estimate Person Pose?, arXiv:1904.00277, 2019. 

  • Sanping Zhou, Jinjun Wang, Fei Wang, Dong Huang, SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection, arXiv:1904.00048, 2019.

  • Jia Chen, Jiang Liu, Junwei Liang, Ting-Yao Hu, Wei Ke, Wayner Barrios,Dong Huang and Alexander G Hauptmann, Minding the Gaps in a Video Action Analysis Pipeline, IEEE Winter Applications of Computer Vision Workshops (WACVW), 2019.

  • Jianwei Feng, Dong Huang, Cutting Down Training Memory by Re-fowarding, arXiv:1808.00079, 2019.

  • Fei Wang, Jinsong Han, Shiyuan Zhang, Xu He, Dong Huang, CSI-Net: Unified Human Body Characterization and Action Recognition, arXiv:1810.03064, 2018.

  • Dingwen Zhang, Guangyu Guo, Dong Huang, Junwei Han, PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), PDF, 2018

  • Dong Huang, L. Han and F. De la Torre, Soft-Margin Mixture of Regression, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

  • Y. Yang, D. Zhang, Dong Huang and F. De la Torre, Learning Category-Specific 3D Shape Models from Weakly Labeled 2D Images, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

  • Dong Huang, R. Silveira and F. De la Torre, Robust Regression, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 38(2): 363-375, 2016

  • Dong Huang, S. Yao, Y. Wang and F. De la Torre, Sequential Max-Margin Event Detectors, European Conference on Computer Vision (ECCV), 2014

  • Y. Zhu, Dong Huang, S. Lucey and F. De la Torre, Complex Non-Rigid Motion 3D Reconstruction by Union of Subspaces, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014

  • Dong Huang and F. De la Torre, Facial Action Transfer with Personalized Bilinear Regression, European Conference on Computer Vision (ECCV), 2012

  • Dong Huang, R. Silveira and F. De la Torre, Robust Regression, European Conference on Computer Vision (ECCV), 2012

  • Dong Huang, M. Storer, F. De la Torre and H. Bischof, Supervised Local Subspace Learning for Continuous Head Pose Estimation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011

  • Dong Huang, Y. Tian and F. De la Torre, Local Isomorphism to Solve the Pre-image Problem in Kernel Methods, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011

  • Dong Huang, K. Meyers, S. Henry, F. De la Torre and C. C. Horn, Computerized Detection and Analysis of Cancer Chemotherapy-induced Emesis in a Small Animal Model, Musk Shrew, Journal of Neuroscience Methods, 50(1693-1711), 2010

  • Dong Huang and Fernando De la Torre, Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis, European Conference on Computer Vision, (Oral), 2010

  • Dong Huang, Zhang Yi and Xiaorong Pu, Manifold Based Learning and Synthesis, IEEE Transactions on Systems, Man and Cybernetics - Part B, regular paper, 39(3):529-606, 2009

  • Dong Huang, Zhang Yi and Xiaorong Pu, A New Local PCA SOM Algorithm, Neurocomputing , 71:3544-3552. 2008

  • Dong Huang and Zhang Yi, Shape Recovery by A Generalized Topology Preserving SOM, Neurocomputing , 72: 573-580, 2008

  • Dong Huang and Zhang Yi, A New Incremental PCA Algorithm With Application to Visual Learning, Neural Processing Letters, 30(171-185), 2009

  • Dong Huang, Zhang Yi and Xiaorong Pu, Manifold Learning With Local Geometry Preserving and Global Affine Transformation. IEEE International Conferences on Cybernetics & Intelligent Systems (CIS) and Robotics, Automation & Mechatronics (RAM) (CIS-RAM 2008), 1178-1192, 2008

  • Dong Huang and Xiaorong Pu, A Kernel View of Manifold Analysis for Face Images. IEEE International Conference on Intelligent System and Knowledge Engineering (ISKE2008), 650-655, 2008

Dong Huang

© 2019