Visit ShanghaiTech University | 中文 | How to find us
HOME> People> Faculty
Prof. Shenghua Gao / 高盛华 助理教授、研究员 (青年千人)

Tel:  (021) 20685094
Email: gaoshh@@shanghaitech.edu.cn
Office: Room 1A-304C, SIST Building, No.393 Huaxia Middle Road, Pudong Area Shanghai
Major: CS
Website: http://sist.shanghaitech.edu.cn/faculty/gaoshh
Shenghua Gao Research Group Recruitment (Click Here)

RESEARCH INTERESTS

  • Computer vision
    Object Recognition / Face Recognition / Image Segmentation / Saliency Detection
  • Machine Learning
    Supervised / Semi-supervised Learning / Deep Learning / Sparse Representation

BIOGRAPHY

Dr. Shenghua Gao is an assistant professor, PI in ShanghaiTech University, China. He received the B.E. degree from the University of Science and Technology of China in 2008 (outstanding graduates), and received the Ph.D. degree from the Nanyang Technological University in 2012. From Jun 2012 to Jul 2014, he worked as a postdoctoral fellow in Advanced Digital Sciences Center, Singapore. His research interests include computer vision and machine learning, and now he is focusing on face and object recognition. He has published more than 20 papers on object and face recognition related topics in many international conferences and journals, including IEEE T-PAMI, IEEE TIP, IEEE TNNLS, IEEE TMM, IEEE TCSVT, CVPR, ECCV, etc.). He was awarded the Microsoft Research Fellowship in 2010.

SELECTED PUBLICATIONS

  • Shenghua Gao, IvorWai-Hung Tsung, Yi Ma. Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization. IEEE Transactions on Image Processing (TIP),23(2):623 - 634, Feb 2014.

  • Shenghua Gao, IvorWai-Hung Tsang and Liang-Tien Chia. Sparse Representation with Kernels, IEEE Transactions on Image Processing (TIP). 22(2):423 - 434, Feb 2013. 

  • Shenghua Gao, Ivor Wai-Hung Tsang and Liang-Tien Chia. Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 35:(1):92-104, Jan 2013.

  • Shenghua Gao, Liang-Tien Chia, Ivor Wai-Hung Tsang, Zhixiang Ren. Concurrent Image Classification and Annotation via Efficient Multi-layer Group Sparse Coding. IEEE Transactions on Multimedia (TMM), 16: (3): 762 – 771, Jan 2014

  • Zhixiang Ren, Shenghua Gao, Liang-Tien Chia, Deepu Rajan and Yun Huang. Regularized Feature Reconstruction for Spatio-temporal Saliency Detection. IEEE Transactions on Image Processing (TIP).22(8):3120 - 3132, August 2013.