Lecturer (Assistant Professor), Ph.D
Vision & Machine Learning Lab, Rand2AI
Computer Science, Swansea University, UK
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Jingjing Deng 邓晶晶
Lecturer (Assistant Professor), Ph.D Vision & Machine Learning Lab, Rand2AI Computer Science, Swansea University, UK |
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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:
Generative Models, Learning on Graph, Neural Machinery
Computer Vision and Biomedical Image Analysis
Natural and Machine Language Processing
Selective Publications
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Nested Shallow CNN-Cascade for Face Detection in the Wild |
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A Bag of Words Approach to Subject Specific 3D Human Pose Interaction Classification with Random Decision Forests |
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3D Interactive Coronary Artery Segmentation using Random Forests and Markov Random Field Optimization |
Project & Grants
NVIDIA GPU Grant Programme, 2018
Lecture Courses & Seminars Talks
Students & Visiting Scholars
I am very fortuante to work with these colleagues and students.
2019, Ph.D Student, Mr. Hanchi Ren (Co- with Prof. Xianghua Xie)
2018, Visiting Scholars, Dr. Liumei Zhang (Co- with Prof. Xianghua Xie), funded by Chinese CSC
2018, M.Res Student, Ms. Katarzyna Szymaniak, Awarded Oct 2019 (Ph.D Student, University of Edinburgh)
Professional Activities
Website Chair of British Machine Vision Conference (BMVC) 2015.
Co-Organisor of BMVA Computer Vision Summer School (CVSS) 2014, 2015, 2016.
Co-Organisor of Medical Image Understanding and Analysis (MIUA) 2012.
Last update: Oct 2019