Guillermo Garcia-Hernando

Ph.D. student, Imperial College London

I am a fourth year Ph.D student at the Imperial Computer Vision and Learning Lab (ICVL), Imperial College London, advised by Dr. Tae-Kyun Kim. My research studies computer vision and machine learning, more specifically the recognition of human actions in videos and active vision problems using (deep) reinforcement learning.

In the past, I did my master studies at Télécom ParisTech (France, 2013) and my undergraduate studies at the Universitat Politècnica de Catalunya (UPC) - BarcelonaTech (Spain, 2011).

news

May 2017: Check our new work in hand-object action recognition!
March 2017: One paper accepted to CVPR 2017!
February 2017: I will be a local chair for BMVC 2017!
January 2016: Our CVIU submission has been accepted!

publications

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

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

arXiv 2017

arXiv video Project page:

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

Guillermo Garcia-Hernando, Tae-Kyun Kim

CVPR 2017

Project page:

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

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

CVIU 2016

arXiv Dataset:

Transition Hough Forest for Trajectory-based Action Recognition

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

WACV 2016

Novel Spatio-temporal Features for Fingertip Writing Recognition in Egocentric Viewpoint

Muhammad Zaid Hameed, Guillermo Garcia-Hernando, Tae-Kyun Kim

MVA 2015

contact

feel free to drop me an e-mail:

g.garcia-hernando (at) imperial.ac.uk

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