Qiuhong Ke (Post-Doc)

Personal Information

Research Interests

  • Computer Vision
  • Machine Learning
  • Action Recognition
  • Action Prediction

Education

  • 2015.02 - 2018.08   Ph.D. The Univeristy of Western Australia, Australia
  • 2011.09 - 2014.06   M.S. Beijing Forestry University, China
  • 2007.09 - 2011.06   B.S. Beijing Forestry University, China

Awards

  • 2018  Lise Meitner Award, by Max Planck Institute for Informatics
  • 2018  PhD thesis Dean's List- Honorable Mention, by The University of Western Australia
  • 2017  Outstanding PhD Research Award, by Western Australia Chinese Scientists Association
  • 2015  International Postgraduate Research Scholarship, by Australian government
  • 2011  Honor of Excellent Graduate in Beijing, by Beijing Education Committee

Publications

  • Qiuhong Ke, Mario Fritz, and Bernt Schiele. Time-Conditioned Action Anticipation in One Shot. CVPR 2019.
  • Qiuhong Ke, Jun Liu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid: Computer Vision for Human-Machine Interaction. Computer Vision for Assistive Healthcare (2018): 127-145.
  • Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid: Learning Clip Representations for Skeleton-based 3D Action Recognition. IEEE Transactions on Image Processing 27.6 (2018): 2842-2855.  
  • Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid: A New Representation of Skeleton Sequences for 3D Action Recognition. CVPR 2017: 3288-3297. 
  • Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid: Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction. Accepted by IEEE Transactions on Multimedia (2017).  
  • Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid: SkeletonNet: Mining Deep Part Features for 3D Action Recognition. IEEE Signal Processing Letters 24.6 (2017): 731-735.  
  • Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid: Human Interaction Prediction Using Deep Temporal Features. ECCVW 2016: 403-414.  
  • Senjian An, Qiuhong Ke, Mohammed Bennamoun, Farid Boussaid, Ferdous Sohel: Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. ECML 2015: 546-559.  
  • Qiuhong Ke, Yi Li: Is Rotation a Nuisance in Shape Recognition?. CVPR 2014: 4146-4153.  

Publications

2019

  1. Conference paper
    D2
    “Time-Conditioned Action Anticipation in One Shot,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, USA, 2019.