>个人资料

严严

厦门大学计算机科学系 副教授

所在单位:

厦门大学信息科学与技术学院计算机科学系

办公地址:

厦门大学海韵校区科研二415室(邮编:361005)

电子邮箱:

yanyan(at)xmu.edu.cn

工作经历

08/2014 ~ 至今
 厦门大学
 副教授
06/2011 ~ 07/2014
 厦门大学
 助理教授
09/2010 ~ 05/2011
 松下新加坡实验室
 项目负责人(Project Leader)
03/2009 ~ 09/2010
 诺基亚日本公司图像软件组
 R&D工程师

教育经历

09/2004 ~ 01/2009
 清华大学电子工程系(导师:章毓晋 教授)
 博士
09/2000 ~ 07/2004
 电子科技大学 电子工程学院
 学士

研究兴趣

  • 图像处理,图像识别,计算机视觉研究
  • 机器学习算法研究

主持在研项目

  • 基于距离度量学习和类依赖特征分析的人脸特征提取方法研究, No. 61201359,国家自然科学基金青年项目,2013.1 - 2015.12
  • 基于半正定度量学习的大规模人脸聚类算法研究, No. 2012J05126,福建省自然科学基金科技项目,2012.1 - 2014.12

发表文章

  • 期刊:

    • Yan Yan, Chunhua Shen, and Hanzi Wang, "Efficient semidefinite spectral clustering via Lagrange duality", IEEE Transactions on Image Processing (TIP), 2014, 23(8):3522-3534. (IF: 3.199, SCI 检索, JCR二区)
    • Yan Yan, Hanzi Wang, and David Suter. "Multi-subregion based correlation filter bank for robust face recognition", Pattern Recognition (PR), 2014, 47(11):3487-3501. (IF: 2.632, SCI 检索, JCR二区)
    • 沈媛媛, 严严*, 王菡子. 有监督的距离度量学习算法研究进展. 自动化学报, 2014, 40(12): 2673-2686. (国内EI权威期刊)
    • Yan Yan, Hanzi Wang, Cuihua Li, and Bineng Zhong. "An effective unconstrained correlation filter and its kernelization for face recognition", Neurocomputing, 2013, 119: 201–211. (IF: 1.634, JCR三区)
    • 严严,章毓晋. 基于视频的人脸识别研究进展. 计算机学报, 2009, 32(5):878-886. (国内EI权威期刊)
    • Yan Yan and Yujin Zhang, "1-D correlation filter based class-dependence feature analysis for face recognition", Pattern Recognition (PR), 2008, 41(12): 3834-3841. (IF: 2.632, JCR二区)
    • Yan Yan and Yujin Zhang, "Discriminant projection embedding for face and palmprint recognition", Neurocomputing, 2008, 71(16): 3534-3543. (IF: 1.634, JCR三区)
    • Yan Yan and Yujin Zhang, "Tensor correlation filter based class-dependence feature analysis for face recognition", Neurocomputing, 2008, 71(16): 3434-3438. (IF: 1.634, JCR三区)
    • Yan Yan and Yujin Zhang, "A novel class-dependence feature analysis for face recognition", Pattern Recognition Letters (PRL), 2008, 29(14): 907-1914. (IF: 1.266, JCR三区)
  • 会议:

    • Riwei Chen, Yan Yan, Min Liu, and Hanzi Wang, "Comparative study: face recognition via the correlation filter technique", International Conference on Internet Multimedia Computing and Service (ICIMCS), 2014.
    • Yuanyuan Shen, Yan Yan, and Hanzi Wang, "Low rank metric learning via accelerated gradient optimization", International Conference on Internet Multimedia Computing and Service (ICIMCS), 2014.
    • Min Liu, Yan Yan, Riwei Chen, and Hanzi Wang, "The state-of-the-art research progress on motion segmentation", International Conference on Internet Multimedia Computing and Service (ICIMCS), 2014.
    • Dong Yan, Yuanyuan Shen, Yan Yan, and Hanzi Wang, "Non-linear feature fusion based on polynomial correlation filter for face recognition", International Conference on Intelligence Science and Big Data Engineering (IScIDE), 2013.
    • Dong Yan, Yan Yan, and Hanzi Wang, "Robust head pose estimation with a new principal optimal tradeoff filter", International Conference on Intelligence Science and Big Data Engineering (IScIDE), 2013.
    • Zhihui Chen, Yan Yan, and Hanzi Wang, "Visual saliency detection via homology distribution and color contrast", International Conference on Intelligence Science and Big Data Engineering (IScIDE), 2013.
    • Zizhao Zhang, Yan Yan, and Hanzi Wang, "Discriminative filter based regression learning for facial expression recognition", Proceedings of IEEE Conference on Image Processing (ICIP), 2013.
    • Yan Yan, Hanzi Wang, Cuihua Li, Chenhui Yang, and Bineng Zhong, "A novel unconstrained correlation filter and its application in face recognition", Proceedings of Sino-foreign-interchange workshop on Intelligence Science and Intelligent Data Engineering (IScIDE), 2012.
    • Chaoxin Lv, Yan Yan, and Hanzi Wang, "Robust visual tracking with the cross-bin metric", Proceedings of IEEE Conference on Pattern Recognition (ICPR), 2012.
    • Guanglu Liu, Yan Yan, and Hanzi Wang, "Accelerated robust sparse coding for fast face recognition", Proceedings of IEEE Conference on Pattern Recognition (ICPR), 2012 (Oral).
    • Yan Yan and Yujin Zhang. "Effective Discriminant Feature Extraction for Face Recognition", Proceedings of International Symposium on Communications, Control and Signal Processing, 2010.
    • Bo Han, Yan Yan, Zhenghua Chen, Chang Liu and Weiguo Wu, "A general framework for automatic on-line replay detection in sports video", Proceedings of ACM Multimedia (MM) 2009.
    • Yan Yan and Yujin Zhang, "Class-dependence Feature Analysis Face Recognition Method based on 1-D Correlation Filter", Proceedings of National Conference on Image and Graphics (NCIG), Fuzhou, China, 2008. (Best student paper award)
    • Yan Yan and Yujin Zhang, "Multimodal Biometrics Fusion with Correlation Filter bank", IEEE Conference on Pattern Recognition (ICPR), 2008 (Oral).
  • 书籍:

    • Yujin Zhang, Yan Yan etc, "Subspace-based Face Recognition", Beijing: Tsinghua University Press, 2009.

社会服务

  • IEEE 会员
  • 中国图像图形学学会会员
  • ACM ICIMCS 2014年本地主席
  • 审稿期刊包括
    计算机学报,计算机研究与发展,电子与信息学报
    IEEE Transactions on Circuits and Systems for Video Technology
    Neurocomputing
    Journal of Visual Communication and Image Representation
    Information Science

开授课程(针对本科生)

数字信号处理 (厦门大学计算机系专业必修课)
计算机科学与技术导论 (厦门大学计算机系专业基础课)
Matlab程序设计 (厦门大学本科生全校选修科)
C语言程序设计 (厦门大学本科生计算机公共基础课)
计算机基础 (厦门大学本科生计算机公共基础课)

指导研究生

  • 2011级 晏栋 (已毕业,深圳中兴工作)
  • 2012级 沈媛媛
  • 2013级 陈日伟, 刘敏
  • 2014级 谢超超 , 方媛