高盛华
副教授、研究员
博士毕业院校:新加坡南洋理工大学
电话:(021) 20685094
办公室:信息学院1A-304C室
招聘主页:
研究领域
个人简历
代表性论文

研究领域

  • 计算机视觉和机器学习


个人简历

高盛华,信息学院副教授、博导,目前在学院担任视觉与数据智能中心主任、资源管理委员会副主任。

2008年本科毕业于中国科学技术大学。2012博士毕业于新加坡南洋理工大学。随后在伊利诺伊大学新加坡高等研究院做研究科学家。2014年加入上海科技大学信息学院。20151-6月加州大学伯克利分校访问教授。迄今为止,在计算机视觉领域顶级会议和期刊发表50余篇。担任ACCV2014特征和相似度学习研讨会主席,ACCV2016监控系统中行人识别的方法和理论研讨会主席,CVPR2017行人场景理解研讨会主席,计算机视觉领域的的顶级会议ICCV2019领域主席,计算机视觉领域期刊IEEE TCSVTNeurocomputing的副主编等。他的工作入围IJCAI2017的最佳学生论文提名,MegaFace人脸识别第三名,CVPR2017 Web Vision竞赛第二名等。高盛华入选2015ACM上海青年科学家奖,2010年微软学者奖。  


代表性论文

  1. Wen Liu, Zhixin Piao, Zhi Tu, Wenhao Luo, Lin Ma, Shenghua Gao, “Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted, 2021.

  2. Ynyu Xu, Ziheng Zhang, Shenghua Gao, “Spherical DNNs and Their Applications in 360 Images and Videos, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted, 2021

  3. Yanyu Xu, Ziming Zhong, Dongze Lian, Jin Li, Zhengxin Li, Xinxing Xu, Shenghua Gao, “Crowd Counting With Partial Annotations in an Image, in Proceedings of IEEE International Conference on Computer Vision (ICCV), 2021.

  4. Shenhan Qian, Zhi Tu, Yihao Zhi, Wen Liu, Shenghua Gao, “Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates, in Proceedings of IEEE International Conference on Computer Vision (ICCV), 2021.

  5. Binbin Huang, Dongze Lian, Weixin Luo, Shenghua Gao, “Look Before You Leap: Learning Landmark Features For One-Stage Visual Grounding, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  6. Zhaoyuan Yin, Jia Zheng, Weixin Luo, Shenhan Qian, Hanling Zhang, Shenghua Gao, “Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  7. Jiale Xu, Jia Zheng, Yanyu Xu, Rui Tang, Shenghua Gao, “Layout-Guided Novel View Synthesis from a Single Indoor Panorama, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  8. Zibo Zhao, Wen Liu, Yanyu Xu, Xianing Chen, Weixin Luo, Lei Jin, Bohui Zhu, Tong Liu, Binqiang Zhao, Shenghua Gao, “Prior Based Human Completion, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  9. Peiyao Wang, Weixin Luo, Yanyu Xu, Haojie Li, Shugong Xu, Jianyu Yang, Shenghua Gao, “SIRI: Spatial Relation Induced Network For Spatial Description Resolution, in Proceedings of Neural Information Processing Systems (NeurIPS), 2020.

  10. Dongze Lian, Yin Zheng, Yintao Xu, Yanxiong Lu, Leyu Lin, Peilin Zhao, Junzhou Huang, Shenghua Gao, “Towards Fast Adaption of Neural Architectures with Meta Learning, in Proceedings of International Conference on Learning Representations (ICLR), 2020.