Guillermo Garcia-Hernando Research Associate Imperial College London

Selected publications

For a complete list check my Google Scholar


  • Task-Oriented Hand Motion Retargeting for Dexterous Manipulation Imitation

    Dafni Antotsiou, Guillermo Garcia-Hernando, Tae-Kyun Kim

    ECCV 2018 workshop

    Paper Project
  • First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations

    Guillermo Garcia-Hernando, Shanxin Yuan, Seungryul Baek, Tae-Kyun Kim

    CVPR 2018

    Paper Project Dataset
  • Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

    Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, Tae-Kyun Kim et al.

    CVPR 2018 (spotlight)

    Paper Project


  • Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection

    Guillermo Garcia-Hernando and Tae-Kyun Kim

    CVPR 2017



  • Transition Hough Forest for Trajectory-based Action Recognition

    Guillermo Garcia-Hernando, Hyung Jin Chang, Ismael Serrano, Oscar Deniz, Tae-Kyun Kim

    WACV 2016

    Paper Dataset
  • Spatio-Temporal Hough Forest for Efficient Detection-Localisation-Recognition of Fingerwriting in Egocentric Camera

    Hyung Jin Chang*, Guillermo Garcia-Hernando*, Danhang Tang, Tae-Kyun Kim

    CVIU 2016 (* equal contribution)

    Paper Dataset