Shanshan Zhang (Post-Doc)

Dr. Shanshan Zhang

Address
Max-Planck-Institut für Informatik
Saarland Informatics Campus
Campus E1 4
66123 Saarbrücken
Location
E1 4 - Room 612
Phone
+49 681 9325 2000
Fax
+49 681 9325 2099
Email
Get email via email

Personal Information

Research Interests

  • Computer Vision
  • Machine Learning
  • Pedestrian Detection

Education

  • Ph.D.: Computer Science, University of Bonn, Germany, 2011-2015
  • M.Sc.: Signal and Information Processing, Tongji University, China, 2008-2011
  • B.Eng.: Communication Engineering, Tongji University, China, 2004-2008

Publications

2016

  • How Far are We from Solving Pedestrian Detection? Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hosang, Bernt Schiele. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. [Project page]

2015 

  • Filtered Channel Features for Pedestrian Detection. Shanshan Zhang, Rodrigo Benenson, Bernt Schiele. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. [Code]
  • Exploring Human Vision Driven Features for Pedestrian Detection. Shanshan Zhang, Christian Bauckhage, Dominik A. Klein, Armin B. Cremers. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2015.
  • Fast Moving Pedestrian Detection Based on Motion Segmentation and New Motion Features. Shanshan Zhang, Dominik A. Klein, Christian Bauckhage and Armin B. Cremers. Multimedia Tools and Applications (MTAP), 2015.

2014 

  • Efficient Pedestrian Detection in Urban Traffic Scenes. Shanshan Zhang, PhD thesis, University of Bonn, 2014.
  • Efficient Pedestrian Detection via Rectangular Features Based on a Statistical Shape Model. Shanshan Zhang, Christian Bauckhage, Armin B. Cremers. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2014.
  • Center-surround Contrast Features for Pedestrian Detection. Shanshan Zhang, Dominik A. Klein, Christian Bauckhage and Armin B. Cremers. International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014.
  • Informed Haar-like Features Improve Pedestrian Detection. Shanshan Zhang, Christian Bauckhage, Armin B. Cremers. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, 2014.

2013 

  • Moving Pedestrian Detection Based on Motion Segmenation. Shanshan Zhang, Christian Bauckhage, Dominik A. Klein and Armin B. Cremers. Workshop on Robot Vision (WoRV), IEEE Winter Vision Meetings (WVM), January 16-18, 2013, Clearwater, USA. (oral)

2011 

  • Nonlinear Analysis of Traffic Flow for a Lattice Model in an Intelligent Transportation Environment. Zhipeng Li, Shanshan Zhang, Xingli Li, Fuqiang Liu. Advanced Materials Research, 187: 464-468, 2011.

2010 

  • A Vision Based Lane Detection and Tracking Algorithm. Fuqiang Liu, Shanshan Zhang, Wenhong Zhu, Zhipeng Li. Journal of Tongji University (natural science), 38(2): 223-229, 2010.
  • An Effective Driver Fatigue Monitoring System. Shanshan Zhang, Fuqiang Liu, Zhipeng Li. International Conference on Machine Vision and Human-machine Interface (MVHI), Kaifeng, China, 2010.
  • Stabilization Analysis of Lattice Models in an Intelligent Transportation System Environment. Zhipeng Li, Rui Yang, Shanshan Zhang, Xiayi Zhang, Fuqiang Liu. Industrial and Information Systems (IIS), Dalian, China, 2010.

2009 

  • Multi-Sensor Based Perception Network for Vehicle Driving Assistance. Jun Han, Fuqiang Liu, Zhipeng Li, Shanshan Zhang. International Congress on Image and Signal Processing (CISP), Tianjin, China, 2009.