Name: Shengfeng He
Introduction:
Associate Professor
Room 442
School of Computer Science & Engineering
South China University of Technology
Guangzhou Higher Education Mega Centre
510006, Guangzhou
P. R. China
Tel: 8620-39380286 ext 3472
E-mail: hesfe@scut.edu.cn
Homepage:
Academic Qualifications
2016.11－now Associate Professor South China University of Technology, Guangzhou
2015.09－2016.10 Research Fellow City University of Hong Kong, Hong Kong
2015.01－2015.06 Visiting Ph.D. Georgia Institute of Technology, Atlanta
2012.11－2015.08 Ph.D. City University of Hong Kong, Hong Kong
2011.09－2012.10 Research Assistant City University of Hong Kong, Hong Kong
2009.09－2011.08 M.S. Macao University of Technology, Macao
2005.09－2009.07 B.S. Macao University of Technology, Macao
Areas of Professional Interest
Computer vision, Deep Learning, Image Processing, Computer Graphics
Scientific Honors and Professional Services
Program/Technical Committee
British Machine Vision Conference (BMVC 2015, 2016)
Journal Referee
IEEE Transaction on Image Processing (TIP)
IEEE Transaction on Industrial Informatics (TII)
Neurocomputing
IEEE Computer Graphics and Applications (CG&A)
Computer Animation and Virtual Worlds (CAVW)
Conference Referee
Asian Conference on Computer Vision (ACCV 2014)
IEEE International Conference on Image Processing (ICIP 2014)
Computer Graphics International (CGI 2013, 2014, 2016)
International Conference on Computer Animation and Social Agents (CASA 2013)
ACM Symposium on Virtual Reality Software and Technology (VRST 2012, 2013, 2014, 2015)
ACM International Conference on Virtual Reality Continuum and Its Applications in Industry (VRCAI 2012)
Publications
Selected Conference Papers
[1] Yibing Song, Jiawei Zhang, Linchao Bao, Qingxiong Yang, and Shengfeng He. Face Image Super-Resolution using Deep Component Generation and Enhancement. International Joint Conference on Artificial Intelligence (IJCAI 2017). [CCF Ranking: A]
[2] Liangqiong Qu, Jiandong Tian, Shengfeng He, Yandong Tang, Rynson W.H. Lau. DeshadowNet: A Multi-context Embedding Deep Network for Shadow Removal. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Hawaii, 2017. [CCF Ranking: A]
[3] Xiaodan Zhang, Shengfeng He, Xinhang Song, Pengxu Wei, Shuqiang Jiang, Qixiang Ye, Jianbin Jiao and Rynson W.H. Lau. Interactive Image Captioning via Context-dependent Bilateral LSTM. IEEE International Conference on Multimedia and Expo (ICME 2017), Hong Kong, 2017. [CCF Ranking: B]
[4] Shengfeng He and Rynson W.H. Lau. Exemplar-Driven Top-Down Saliency Detection via Deep Association. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), pp.5723-5732, Las Vegas, 2016. (Spotlight Oral, Acceptance Rate: 9.7%) [CCF Ranking: A]
[5] Wei-Chih Tu, Shengfeng He, Qingxiong Yang, and Shao-Yi Chien. Real-time Salient Object Detection with a Minimum Spanning Tree. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), pp.2334-2342, Las Vegas, 2016. (Spotlight Oral, Acceptance Rate: 9.7%) [CCF Ranking: A]
[6] Shengfeng He and Rynson W.H. Lau. Oriented Object Proposals. IEEE International Conference on Computer Vision (ICCV 2015), pp.280-288, Santiago, December, 2015. [CCF Ranking: A]
[7] Shengfeng He and Rynson W.H. Lau. Saliency Detection with Flash and No-flash Image Pairs. European Conference on Computer Vision (ECCV 2014), pp.110-124, Zurich, September, 2014. [CCF Ranking: B]
[8] Tao Yan, Shengfeng He, Rynson W.H. Lau, and Yun Xu. Consistent Stereo Image Editing. ACM International Conference on Multimedia (ACM MM 2013), pp.677-680, Barcelona, October, 2013. [CCF Ranking: A]
[9] Shengfeng He, Qingxiong Yang, Rynson W.H. Lau, Jiang Wang, and Ming-Hsuan Yang. Visual Tracking via Locality Sensitive Histograms. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), pp. 2427-2434, Portland, June, 2013. [CCF Ranking: A]
[10] Shengfeng He, Hon-Cheng Wong, and Un-Hong Wong. An Efficient Adaptive Vortex Particle Method for Real-Time Smoke Simulation. International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics 2011), pp.317-324, 15-17 Sept. 2011.
Selected Journal Papers
[11] Jianbo Jiao, Qingxiong Yang, Shengfeng He, Shuhang Gu, Lei Zhang, and Rynson W.H. Lau. Joint Image Denoising and Disparity Estimation via Stereo Structure PCA and Noise-tolerant Cost. International Journal of Computer Vision (IJCV). [Impact factor: 4.210] [CCF Ranking: A]
[12] Liangqiong Qu, Shengfeng He, Jiawei Zhang, Jiandong Tian, Yandong Tang, and Qingxiong Yang. RGBD Salient Object Detection via Deep Fusion. IEEE Transactions on Image Processing (TIP). [Impact factor: 3.735] [CCF Ranking: A]
[13] Shao Huang, Weiqiang Wang, Shengfeng He, and Rynson W.H. Lau. Stereo Object Proposals. IEEE Transactions on Image Processing (TIP). [Impact factor: 3.735] [CCF Ranking: A]
[14] Shengfeng He, Rynson W.H. Lau, Wenxi Liu, Zhe Huang, and Qingxiong Yang. Super-CNN: A Superpixelwise Convolutional Neural Network for Salient Object Detection. International Journal of Computer Vision (IJCV), vol. 115, no. 3, pp. 330-344, Dec. 2015. [Impact factor: 4.210] [CCF Ranking: A]
[15] Shengfeng He, Rynson W.H. Lau, Qingxiong Yang, Jiang Wang, and Ming-Hsuan Yang. Robust Object Tracking via Locality Sensitive Histograms. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), to appear. [Impact factor: 2.254] [CCF Ranking: B]
[16] Shengfeng He, Qingxiong Yang, Rynson W.H. Lau, and Ming-Hsuan Yang. Fast Weighted Histograms for Bilateral Filtering and Nearest Neighbor Field. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 26, no. 5, pp. 891-902, May 2016. [Impact factor: 2.254] [CCF Ranking: B]
[17] Hao Du, Shengfeng He, Bin Sheng, Lizhuang Ma, and Rynson W.H. Lau. Saliency-Guided Color-to-Gray Conversion Using Region-based Optimization. IEEE Transactions on Image Processing (TIP), vol. 24, no. 1, pp. 434 - 443, Jan. 2015. [Impact factor: 3.735] [CCF Ranking: A]
[18] Xufang Pang, Rynson W.H. Lau, Zhan Song, Yangyan Li, and Shengfeng He. A Tool-Free Calibration Method for Turntable-based 3D Scanning Systems. IEEE Computer Graphics and Applications (CG&A), 36(1):52-61, Jan. 2016. [Impact factor: 1.116]
[19] Shengfeng He and Rynson W.H. Lau. Synthetic Controllable Turbulence using Robust Second Vorticity Confinement. Computer Graphics Forum (CGF), vol. 32, issue 1, pp. 27-35, Feb. 2013. [Impact factor: 1.542] [CCF Ranking: B]
[20] Shengfeng He, Hon-Cheng Wong, Wai-Man Pang, and Un-Hong Wong. Real-Time Smoke with Improved Turbulence by Spatial Adaptive Vorticity Confinement. Journal of Computer Animation and Virtual Worlds (CASA2011 Special Issue), vol. 22, pp. 107-114, 2011. [Impact factor: 0.422] [CCF Ranking: C]
Scientific Awards
(1)The College of Science and Engineering Student Research Excellence Award 2014 – 2015
Top %2 in the college, HKD 10,000, City University of Hong Kong
(2)Postgraduate Science and Technology Research and Development Award 2012
MOP 60,000, Macau Science and Technology Development Fund
(3)Research Tuition Scholarship Sep. 2015 – Nov. 2015
HKD ~ 3,500 per month, City University of Hong Kong
(4)Outstanding Academic Performance Award 2014, 2015, 2016
HKD 1,000, City University of Hong Kong
