朱超

师资队伍

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朱超
(男)
Zhu Chao
讲师
办公地点:
机电楼728
电子邮箱:
chaozhu@ustb.edu.cn
科研方向:
视觉目标检测与识别 图像/视频表征与分类
学术与社会兼职:
国际期刊IEEE Transactions on Image Processing、Pattern Recognition、EURASIP Journal on Image and Video Processing审稿人
 
简历
朱超博士分别于2005、2008和2012年在西安电子科技大学、西安交通大学和法国里昂中央理工大学获得学士、硕士和博士学位。于2013年在北京大学计算机科学技术研究所从事博士后研究工作,并获得2015年度“北京大学优秀博士后”表彰。于2016年加入北京科技大学计算机与通信工程学院工作。长期从事计算机视觉与模式识别方面的研究,重点研究针对图像和视频内容理解的相关理论与关键技术,在特征提取、图像分类、目标检测识别等方面取得了一定创新成果,已发表学术论文近20篇,其中包括CCF A类论文5篇,申请国家发明专利2项,并在多项国际计算机视觉领域评测比赛中取得较好成绩。
代表性论文论著
1. C. Zhu and Y. Peng, “A Boosted Multi-Task Model for Pedestrian Detection with Occlusion Handling”, IEEE Transactions on Image Processing, 2015, Vol.24, No.12, pp.5619-5629.
2. C. Zhu, C.-E. Bichot and L. Chen, “Image Region Description Using Orthogonal Combination of Local Binary Patterns Enhanced with Color Information”, Pattern Recognition, 2013, Vol.46, No.7, pp.1949-1963.
3. C. Zhu, H. Fu, C.-E. Bichot, E. Dellandrea and L. Chen, “Visual Object Recognition Using Multi-scale Local Binary Patterns and Line Segment Feature”, International Journal of Signal and Imaging Systems Engineering, 2012, Vol.5, No.2, pp.85-92.
4. D. Huang, C. Zhu, Y. Wang and L. Chen, “HSOG: A Novel Local Image Descriptor Based on Histograms of the Second-Order Gradients”, IEEE Transactions on Image Processing, 2014, Vol. 23, No. 11, pp.4680-4695.
5. C. Zhu and Y. Peng, “Group Cost-Sensitive Boosting for Multi-Resolution Pedestrian Detection”, in Proc. of AAAI Conference on Artificial Intelligence, 2016, pp.3676-3682.
6. C. Zhu and Y. Peng, “A Boosted Multi-Task Model for Pedestrian Detection with Occlusion Handling”, in Proc. of AAAI Conference on Artificial Intelligence, 2015, pp.3878-3884.
7. C. Zhu, C.-E. Bichot and L. Chen, “Visual Object Recognition Using DAISY Descriptor”, in Proc. of IEEE International Conference on Multimedia and Expo, 2011, pp.1-6.
8. C. Zhu*, D. Huang*, C.-E. Bichot, Y. Wang and L. Chen, “HSOG: A Novel Local Descriptor based on Histograms of Second Order Gradients for Object Categorization”, in Proc. of ACM International Conference on Multimedia Retrieval, 2013, pp.199-206 (*equal contribution).
9. C. Zhu, C.-E. Bichot and L. Chen, “Multi-scale Color Local Binary Patterns for Visual Object Classes Recognition”, in Proc. of International Conference on Pattern Recognition, 2010, pp.3065-3068.
科研业绩
1. 基于隐含语义表示和自适应子类建模的目标检测研究,中国博士后科学基金面上项目,主持,2014.05-2015.12
2. VisualSense: Tagging Visual Data with Semantic Descriptions,欧盟研究基金CHIST-ERA Project,主要参与人,2012.10-2015.09
3. VideoSense: Rich Concepts Recognition in Multilingual Videos,法国国家研究署项目ANR Project,主要参与人,2010.01-2012.12
4. Omnia: Categorization and Retrieval of Multimedia and Multilingual Documents on the Internet,法国国家研究署项目ANR Project,主要参与人,2009.01-2012.12
获得奖励 / 专利
1. “一种建立行人检测模型的方法及装置及行人检测方法”,申请号:201510572463.X
2. “一种图像特征提取方法及行人检测方法及装置”,申请号:201510573728.8