Prof. HUANG Rui

Research

Prof. HUANG Rui
Title:

Associate Professor

Education Background:
Ph. D., Rutgers, The State University of New Jersey, 2008,
with Prof. Dimitris N. Metaxas and Prof. Vladimir Pavlovic.

M. Eng., Chinese Academy of Sciences, 2002,
with Prof. Songde Ma.

B. Sc., Peking University, 1999.
Office Address

408 Chengdao Bldg.

Phone

0755-84273856

Teaching Area

CIE6004 Image Processing & Computer Vision; CSC3002 Programming Paradigms in C++; CSC1001 Programming Methodology in Python.

Research

Computer Vision, Pattern Recognition, Image Processing, Machine Learning

Research List

RESEARCH INTERESTS:


Visual SLAM for robot navigation

3D semantic scene parsing

Graphical models for image and video modeling

Deformable models and level set methods for 2D/3D image segmentation

Machine Learning for face recognition and person identification

Other related topics in computer vision, pattern recognition, robotics, and medical image analysis


RESEARCH PROJECTS:


Monocular visual SLAM, 2020~2023

3D semantic scene parsing, 2021~2022

Intelligent video editing for surveillance and education, 2019~2022

Realtime interactive virtual tourism via visual localization, 2019~2021

Person search and (re)-identification for intelligent video surveillance, 2014~2020

Face liveness detection/anti-spoofing for face recognition, 2014~2015

Multi-camera multi-target tracking for business intelligence, 2014~2015

Action recognition using deep learning, 2013~2014

Object localization and categorization using graphical models, 2008~2014

Bias field estimation for medical imaging using level set methods and graphical models, 2008~2012

Sequential data analysis using generative and discriminative graphical models, 2008~2009

Shape modeling using graphical models, 2006~2009

Object segmentation using deformable models and graphical models, 2003~2008

Face recognition using subspace analysis and graphical models, 2001~2004