Jingjing Deng     邓晶晶

  Lecturer (Assistant Professor), Ph.D

  Vision & Machine Learning Lab, Rand2AI

  Computer Science, Swansea University, UK

  

I have joined Department of Computer Science since 2018 as an academic staff. I focus on studying the stochastic properties of discrete structures given continuously observable appearances, which enables us to discover the inherent but deterministic factors within the randomness. In recent years, I have been working on machine learning in general and its applications in the area of computer vision, biomedical image analysis, and language processing.

University Profile    Google Scholar    ORCID    arXiv    Github Repository


Research Interests

I am particularly interested in the following research topics:


Selective Publications

   

Nested Shallow CNN-Cascade for Face Detection in the Wild
Jingjing Deng, Xianghua Xie
IEEE Conference on Automatic Face and Gesture Recognition (FG), 2017
IEEEXplore Digital Library

   

A Bag of Words Approach to Subject Specific 3D Human Pose Interaction Classification with Random Decision Forests
Jingjing Deng, Xianghua Xie, Ben Daubney
Graphical Models (GMods), 2014
Elsevier ScienceDirect

   

3D Interactive Coronary Artery Segmentation using Random Forests and Markov Random Field Optimization
Jingjing Deng, Xianghua Xie, Rob Alcock, Carl Roobottom
IEEE International Conference on Image Processing (ICIP), 2014
IEEEXplore Digital Library


Project & Grants


Lecture Courses & Seminars Talks


Students & Visiting Scholars

I am very fortuante to work with these colleagues and students.



Professional Activities


   

Last update: Oct 2019