Universität Konstanz | Informatik und Informationswissenschaft | Workgroup Multimedia Signal Processing | Members | Group Members | Hanhe Lin

Dr. Hanhe Lin

Adress Universität Konstanz
Informatik und Informationswissenschaft
Fach 697
78457 Konstanz
Germany
RoomZ704
Phone+49 (0) 7531 88-3841
Fax+49 (0) 7531 88-4715
E-Mailhanhe.lin(at)uni-konstanz.de

Vita

since 10/2016 

Postdoc researcher, Department of Computer and Information Science, 

University of Konstanz

07/2012 - 09/2016Doctoral Student, Department of Information Science, University of Otago

09/2008 - 06/2012

Master-PhD program, School of Computer Science, Sichuan University

Research interests

  • Machine learning
  • Computer vision
  • Anomaly detection

Publications

Conference Papers

20172015  
2017
2015
  • Lin, H., Anomaly detection in crowd scenes via online adaptive one-class support vector machines, 2015 IEEE International Conference on Image Processing, IEEE Press, pp. 2434-2438, September 2015.

Earlier Publications

  • Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford, and Ahmad Shahi. "Online Stream Clustering for Real-time Abnormal Event Detection in Video Surveillance." Image and Vision Computing (Under review).
  • Hanhe Lin. "Crowd Scene Analysis in Video Surveillance". PhD thesis. 
  • Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford, and Ahmad Shahi. "Online Weighted Clustering for Real-time Abnormal Event Detection in Video Surveillance." In Proceedings of the 2016 ACM on Multimedia Conference (MM'16). ACM, New York, NY, USA, 536-540. Matlab code
  • Hanhe Lin, Jeremiah D. Deng, and Brendon J. Woodford. "Shot Boundary Detection Using Multi-instance Incremental and Decremental One-Class Support Vector Machine." Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer International Publishing, 2016. Matlab code
  • Hanhe Lin, Jeremiah D. Deng, and Brendon J. Woodford. "Anomaly detection in crowd scenes via online adaptive one-class support vector machines." Image Processing (ICIP), 2015 IEEE International Conference on. IEEE, 2015. Matlab code