I am a Research Fellow of Rapid-Rich Object Search (ROSE) Lab at Nanyang Technology University, Singapore. I obtained my Ph.D. degree in 2020 from the University of Warwick, UK under the supervision of Prof. Chang-Tsun Li and Prof. Alex Kot, and BSc degree in Computer Science in 2015 from the University of Warwick, UK. I was a Marie Sklodowska-Curie Fellow funded under the EU IDENTITY project (EU Horizon 2020 Marie Sklodowska-Curie Actions through the project entitled Computer Vision Enabled Multimedia Forensics and People Identification, Project No. 690907, Acronym: IDENTITY). In this fellowship, I have been exchanged to Hong Kong Baptist University and Nanyang Technology University in 2016 and 2017 respectively.
Research Interest
I am broadly interested in AI Surveillance, Machine Learning, and Data Science. My current research focuses on Person Re-identification, Deep Fake Detection and AI Model Cross Domain Adaptation, Generalization, Optimisation and Deployment. I am currently leading a 10 people team in the ROSE Lab NTU, focusing on developing feasible solutions for real-world problems using Artificial Intelligence.
Funding From: Defence Science and Technology Agency (DSTA)
Application 2: ROSE & DSTA-Digital Hub Human Re-ID System for COVID-19 (Deployed in Isolation Facility in Changi Exhibition Centre)
Location: Nanyang Technological University Outdoor
Camera: 51 Real-world Surveillance Camera / 38 Camera in the Released Version
Highlight: 805 IDs (549 in Released Version) / 40 Attributes / 24 Hours Images (Day and Night)
Position: 9th Place
Title: Domain Shift Problem in Chest X-ray Diagnosis AI Model
Position: 2nd Runner-up
Title: Visual Analytic System for Pandemic Management During COVID-19
Position: 1st Place
Adversarial Pairwise Reverse Attention for Camera Performance Imbalance in Person Re-Identification: New Dataset and Metrics, ICIP 2022 [arXiv]
Experience
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