Ph.D.Curriculum Vitae
E-Mail: qhw12@Tsinghua is closed, please do NOT email me
Homepage: http://qinhongwei.com
| Hongwei Qin (Dr.red) |
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Ph.D.Curriculum Vitae E-Mail: qhw12@Tsinghua is closed, please do NOT email me Homepage: http://qinhongwei.com |
| Education |
| Ph.D. Sep. 2012 - June 2017, Department of Automation, Tsinghua University, Beijing, China |
| B.Eng. Oct. 2008 - July 2012, Department of Automation, Tsinghua University, Beijing, China |
| Research Interests |
| Deep Learning for Computational Photography and Visual Recognition |
| AutoML, ISP, Image and Video Understanding, including Image Denoising, Super-Resolution, Image Enhancement, Face Detection, Object Detection, Visual Tracking, Action Recognition, as well as AutoML for these vision applications, such as Quantization, Neural Architecture Search |
| Publications |
| [0]. Wei Gao, Yi Wei, Quanquan Li, Hongwei Qin, Wanli Ouyang, Junjie Yan. Pruning with Hints: An Efficient Framework for Model Acceleration. (Tech Report, 2018). Paper |
| [1]. Yi Wei, Xinyu Pan, Hongwei Qin, Wanli Ouyang, Junjie Yan. Quantization Mimic: Towards Very Tiny CNN for Object Detection. (ECCV 2018). Paper |
| [2]. Congrui Hetang, Hongwei Qin, Shaohui Liu, Junjie Yan. Impression Network for Video Object Detection. (Arxiv Tech Report, 2017). Paper |
| [3]. Mask-FCN. rejected by ICCV 2017. So we choose to keep it private until we make enough money using this tech |
| [4]. Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu. Scale-Aware Face Detection. In CVPR, 2017, Honolulu, USA. Paper |
| [5]. Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu. Joint Training of Cascaded CNN for Face Detection. In CVPR, 2016, Las Vegas, USA. Paper |
| [6]. Hongwei Qin, Xiu Li, Yangang Wang, Yongbing Zhang, Qionghai Dai. DEPT: Depth Estimation by Parameter Transfer with a Lightweight Model for Single Still Images. IEEE Trans. on CSVT, 2016. Paper |
| [7]. Hongwei Qin, Xiu Li, Jian Liang, Yigang Peng, Changshui Zhang. DeepFish: Accurate Underwater Live Fish Recognition with a Deep Architecture. Neurocomputing, 2015. Project, Paper |
| [8]. Xiu Li, Hongwei Qin, Yangang Wang, Yongbing Zhang, Qionghai Dai. DEPT: Depth Estimation by Parameter Transfer for Single Still Images. In ACCV, Nov. 2014, Singapore. Paper |
| [9]. Hongwei Qin, Yigang Peng, Xiu Li. Foreground Extraction of Underwater Videos via Sparse and Low-Rank Matrix Decomposition. In ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, Aug. 2014, Stockholm, Sweden. [Oral Presentation] Paper |
| [10]. Hongwei Qin et al. Visualizations of iPhone5s Topic Trends on Twitter and Weibo. 2013. Visualization Demo, Technical Report |
| Academic Activities |
| Reviewer: IJCV, ECCV, CVPR, ICCV, WACV, BMVC, ACCV |
| Visitor: The Intelligent Modelling & Analysis Research Group, The University of Nottingham, UK. Invited by Prof. Uwe Aickelin. Jul.-Aug., 2011 |
| Visitor: Web Science DTC, University of Southampton, UK. Invited by Prof. Wendy Hall. Nov., 2013 |
| Intern: SenseTime. Object Detection Team, Research Center. From Summer, 2015 to Summer 2017. I spent a long and happy time doing research on face detection. |
| Former Interns |
| Zekun Hao, Undergraduate@Beihang, now PhD@Cornell |
| Congrui Hetang, Undergraduate@Beihang, now Master@CMU |
| Zhen Dong, Undergraduate@Peking University, now PhD@Berkeley |
| Honors and Awards |
National Ph.D. Fellowship, 2014 |
| Links |
| Homepage |
| Google Scholar Citations |
| Tsinghua University |
| Curriculum Vitae |