I am Rui Hou , a PhD student in Department of EECS Computer Science Division at University of Central Florida, with a specialization in Computer Vision supervised by Dr. Mubarak Shah. Specifically, I have been focusing on video content analysis with deep learning. I have strong understanding of computer vision / machine learning algorithms as well as hands-on experience with large scale data processing including map-reduce based pipeline and bigtable storage.


GOOGLE GEO, Summer 2015

Advisor: Mark A. Ruzon, Martin Stampe

GOOGLE Research, Summer 2014

Advisor: Balakrishnan Varadarajan, Rahul Sukthankar


An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos

Rui Hou, Chen Chen, Mubarak Shah


ArXiv, BibTex, Project


Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos

Rui Hou, Chen Chen, Mubarak Shah

International Conference on Computer Vision (ICCV), 2017

ArXiv, BibTex, Project


Real-Time Temporal Action Localization in Untrimmed Videos by Sub-Action Discovery

Rui Hou, Rahul Sukthankar, Mubarak Shah

British Machine Vision Conference (BMVC) 2017 (oral)

PDF, BibTex, Project


DaMN - Discriminative and Mutually Nearest: Exploiting Pairwise Category Proximity for Video Action Recognition

Rui Hou, Amir Roshan Zamir, Rahul Sukthankar, Mubarak Shah

European Conference on Computer Vision (ECCV), 2014

PDF, BibTex, Project