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教师

黄华

来源： 发布日期： 2016-03-16
黄华
     

1975年生，湖北省当阳市人
教授/博士生导师
北京理工大学计算机学院
可视媒体计算实验室
办公室：中心教学楼815室
E-mail：huahuang@bit.edu.cn
研究领域：图像/视频处理、计算机图形学
教育经历  
1992.09 - 1996.06 西安交通大学电信学院无线电技术专业 学士
1999.09 - 2001.09 西安交通大学电信学院信号与信息处理专业 硕士
2002.03 - 2006.06 西安交通大学电信学院信号与信息处理专业 博士
工作经历  
1996.07 - 1999.08 西安交通大学科技处 科员
2001.09 - 2012.03 西安交通大学电信学院 任教
2011.01 西安交通大学电信学院 晋升教授
2012.03 - 北京理工大学计算机学院 教授
获奖经历  
2017年 科技部中青年科技创新领军人才
2016年 中国青年科技奖
2014年 获得国家杰出青年科学基金
2013年 中国计算机学会青年科学家奖
2012年 教育部技术发明一等奖（第二完成人）
2010年 入选2009年教育部新世纪优秀人才支持计划
社会服务  
2016.10 - 中国图像图形学会理事、多媒体专委会副主任、青年工委主任
2016.01 - 中国计算机学会理事、多媒体专委会副主任、青年工委主任
2016.01 - 《中国科技论文》信息技术卷 执行主编
2014.09 - The Visual Computer, AE
2014.01 - 中国自动化学会理事、副秘书长
2014.01 - 2015.12 中国计算机学会理事、学术工作委员会副主任
2013.11 - IEEE Trans. Intelligent Transportation Systems, AE
2011.08 - 2016.10 中国图像图形学会理事、多媒体专委会副主任、青年工委副主任
2009.05 - 2010.05 中国计算机学会理事、青年科技论坛（YOCSEF）主席
2008.05 - 2010.05 中国计算机学会理事、副秘书长
科研项目  


  2. 《图像/视频的结构表达与应用》，国家杰出青年科学基金（61425013）
    执行期：2015.01-2019.12


  4. 《支持大数据理解的头戴式无障碍呈现技术、装备与云服务平台》，国家重点研发计划项目（2016YFB1001500）
    执行期：2016.07-2019.12



  2. 《适应云计算环境的视频编码、传输与智能处理》，国家自然科学基金重点项目（61133008）
    执行期：2012.01-2016.12


  4. 《基于笔划布置特征学习的视频非真实感绘制》，国家自然科学基金面上项目（60970068）
    执行期：2010.01-2012.12


  6. 《基于非线性学习的图像超分辨率研究》，国家自然科学基金青年项目（60703003）
    执行期：2008.01-2010.12


代表性论文  

2021年                


  1. [1] Lizhi Wang, Shipeng Zhang, Hua Huang. Adaptive dimension-discriminative low-rank tensor recovery for computational hyperspectral imaging[J]. International Journal of Computer Vision, 129: 2907-2926, 2021

  2. [2] Mingfei Yu, Lei Zhang, Wufan Wang, Hua Huang. Loop closure detection by using global and local features with photometric and viewpoint invariance[J]. IEEE Transactions on Image Processing, 30: 8873-8885, 2021

  3. [3] Shipeng Zhang, Lizhi Wang, Lei Zhang, Hua Huang. Learning tensor low-rank prior for hyperspectral image reconstruction[C]. IEEE CVPR, 2021

  4. [4] Li Ding, Yongwei Wang, Xin Ding, Kaiwen Yuan, Ping Wang, Hua Huang, Z Jane Wang. Delving into deep image prior for adversarial defense: a novel reconstruction-based defense framework[C]. ACM MM, 4564-4572, 2021

  5. [5] Li Ding, Yongwei Wang, Kaiwen Yuan, Minyang Jiang, Ping Wang, Hua Huang, Z Jane Wang. Towards universal physical attacks on single object tracking[J]. AAAI, 1236-1245, 2021


2020年                

 

  1. [1] Hongkang Liu, Lei Zhang, Hua Huang. Small target detection in infrared videos based on spatio-temporal tensor model[J]. IEEE Transactions on Geoscience and Remote Sensing, 58(12): 8689-8700, 2020

  2. [2] Xiaoxiang Wei, Lei Zhang, Hua Huang. High-quality blind defocus deblurring of multispectral images with optics and gradient prior[J]. Optics Express, 28(7): 10683-10704, 2020

  3. [3] Lizhi Wang, Chen Sun, Maoqing Zhang, Ying Fu, Hua Huang. DNU: Deep non-local unrolling for computational spectral imaging[C]. IEEE CVPR, 2020

  4. [4] Maoqing Zhang, Lizhi Wang, Lei Zhang, Hua Huang. High light efficiency snapshot spectral imaging via spatial multiplexing and spectral mixing[J]. Optics Express, 28(14): 19837-19850, 2020

  5. [5] Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang. Joint camera spectral response selection and hyperspectral image recovery[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(7): 10683-10704, 2020


2019年                

 

  1. [1] Lixiong Liu, Tianshu Wan, Hua Huang. Pre-Attention and Spatial Dependency Driven No-Reference Image Quality Assessment[J]. IEEE Transactions on Multimedia, 2019, 21(9): 2305-2318

  2. [2] Lei Lu, Hua Huang. A hierarchical scheme for vehicle make and model recognition from frontal images of vehicles[J]. IEEE Transactions on Intelligent Transportation Systems, 2019, 20(5): 1774-1786

  3. [3] Hua Huang, Xiaoxiang Wei, Lei Zhang. Encoding shaky videos by integrating efficient video stabilization[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2019, 29(5):1503-1514

  4. [4] Lizhi Wang, Zhiwei Xiong, Hua Huang, Guangming Shi, Feng Wu, Wenjun Zeng. High-Speed Hyperspectral Video Acquisition by Combining Nyquist and Compressive Sampling[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, 41(4): 857-870

  5. [5] Lei Zhang, Qingzhuo Zheng, Hua Huang. Intrinsic Motion Stability Assessment for Video Stabilization[J]. IEEE Transactions on Visualization and Computer Graphics. 2019, 25(4):1681-1692

2018年                

 

  1. [1] Xiao Zeng, Hua Huang, Chun Qi. Expanding Training Data for Facial Image Super-Resolution[J]. IEEE Transactions on Cybernetics, 2018, 48(2): 716-729

  2. [2] Fei Yuan, Hua Huang. Image Haze Removal via Reference Retrieval and Scene Prior[J]. IEEE Transactions on Image Processing, 2018, 27(9): 4395 - 4409

  3. [3] Ying Fu , Yongrong Zheng, Lin Zhang, Hua Huang. Spectral Reflectance Recovery from a Single RGB Image[J]. IEEE Transactions on Computational Imaging, 2018, 4(3): 382-394

  4. [4] Ying Fu, Yinqiang Zheng, Hua Huang, Imari Sato, Yoichi Sato. Hyperspectral Image Super-Resolution with a Mosaic RGB Image[J]. IEEE Transactions on Image Processing, 2018, 27(11): 5539-5552

  5. [5] Lei Zhang, Qing-Zhuo Zheng, Hongkang Liu, Hua Huang. Full-Reference Stability Assessment of Digital Video Stabilization Based on Riemannian Metric[J]. IEEE Transactions on Image Processing, 2018, 27(12): 6051-6063

2017年            

 

  1. [1] Lei Zhang, Qiankun Xu, Hua Huang. A Global Approach for Fast Video Stabilization[J]. IEEE Transactions on Circuits and Systems for Video Technology, 27(2) : 225 - 235, 2017

  2. [2] Li Ding, Hua Huang, Yu Zang. Image Quality Assessment Using Directional Anisotropy Structure Measurement[J]. IEEE Transactions on Image Processing, 26(4): 1799-1809, 2017

  3. [3] Lei Zhang, Xiaoquan Chen, Xinyi Kong, Hua Huang. Geodesic Video Stabilization in Transformation Space[J]. IEEE Transactions on Image Processing, 26(5): 2219-2229, 2017

  4. [4] Xiao Zeng, Hua Huang, Chun Qi. Expanding Training Data For Facial Image Super-Resolution[J]. IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2017.2655027

  5. [5] Lei Zhang, Le Zhou, Hua Huang. Bundled Kernels for Nonuniform Blind Video Deblurring[J]. IEEE Transactions on Circuits and Systems for Video Technology, 27(9): 1882 – 1894, 2017

2016年                

 

  1. [1] Zhongqiang Wang, Hua Huang. Pixel-wise video stabilization[J]. Multimedia tools and applications. 2016, 75 (23):15939–15954

  2. [2] Lixiong Liu, Yi Hua, Qingjie Zhao, Hua Huang, Alan Conrad Bovik. Blind image quality assessment by relative gradient statistics and adaboosting neural network[J]. Signal Processing: Image Communication, 40:1-15, 2016

2015年                

 

  1. [1] Yu Zang, Hua Huang, Lei Zhang. Guided Adaptive Image Smoothing via Directional Anisotropic Structure Measurement[J]. IEEE Transactions on Visualization and Computer Graphics. 2015, 21(9): 1015 - 1027.

  2. [2] Lei Zhang, Yuhang Zhang, Hua Huang. Efficient Variational Light Field View Synthesis For Making Stereoscopic 3D Images[J]. Computer Graphics Forum, 2015, 34(7): 183–191.

  3. [3] Ping Wang, Xiaodan Zhang, Hua Huang. Fast Inter Mode Decision Algorithm Based on Mode Mapping and Decision Tree for P Frames in MPEG-2 to H.264/AVC Transcoding[J]. Journal of Signal Processing Systems For Signal Image and Video Technology. 2015, 79(1): 33-43.

2014年                

 

  1. [1] Hua Huang, Hong Liu, Lei Zhang. VideoWeb: space-time aware presentation of a videoclip collection[J]. IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 2014, 4(1), 142-152

  2. [2] Yu Zang, Hua Huang, Lei Zhang. Efficient structure-aware image smoothing by local extrema on space-filling curve[J]. IEEE Transactions on Visualization and Computer Graphics. 2014, 20(9), 1253-1265

  3. [3] Yu Zang, Hua Huang, Chenfeng Li. Artistic preprocessing for painterly rendering and image stylization[J]. The Visual Computer. 2014, 30 (9): 969-979

  4. [4] Lei Zhang, Qiankun Xu, Lei-Zheng Nie, Hua Huang. VideoGraph: a non-linear video representation for efficient exploration, The Visual Computer, 2014, 30(10): 1123-1132

  5. [5] Lixiong Liu, Hongping Dong, Hua Huang, and Alan C. Bovik. No-Reference Image Quality Assessment in Curvelet Domain[J]. Signal Processing: Image Communication. 2014, 29(4): 494-505

  6. [6] Lixiong Liu, Bao Liu, Hua Huang, and Alan Conrad Bovik. No-Reference Image Quality Assessment based on Spatial and Spectral Entropies[J]. Signal Processing: Image Communication. 2014, 29(8): 856-863

2013年                

 

  1. [1] Xiao Zeng, Hua Huang. Locally nonlinear transformation for facial image super-resolution[J]. Optical Engineering, 2013, 52(2): 027001-027001

  2. [2] Zhongqiang Wang, Lei Zhang, Hua Huang. Multiplane Video Stabilization[J]. Computer Graphics Forum, 2013, 32 (7), 265-273

  3. [3] Yu Zang, Hua Huang, Chenfeng Li. Stroke Style Analysis for Painterly Rendering[J]. Journal of Computer Science and Technology. 2013, 28(5): 762-775

2012年                

 

  1. [1] Hong Liu, Lei Zhang, Hua Huang. Web-Image Driven Best Views of 3D Shapes[J]. The Visual Computer. 2012, 28(3): 279 - 287

  2. [2] Xiao Zeng, Hua Huang. Super-resolution Method For Multi-view Face Recognition From a Single Image Per Person Using Nonlinear Mappings on Coherent Features[J]. IEEE Signal Processing Letters, 2012, 19(4):195 - 198

  3. [3] Lei Zhang, Hua Huang, Hong-Bo Fu. EXCOL: an extract-and-complete approach to cartoon animation reusing [J]. IEEE Transactions on Visualization and Computer Graphics. 2012, 18(7):1156-1169

  4. [4] Ping Wang, Hua Huang, Zheng Tan. A fast two-step block type decision algorithm for intra prediction in H.264/AVC high profile [J]. Multimedia Tools and Applications. 2012, 60(1): 139-160

  5. [5] Lei Zhang, Hua Huang. Hierarchical narrative collage for digital photo album[J]. Computer Graphics Forum, 2012, 31(7): 2173-2181