shermaine ang
engineer · researcher
singapore · imperial college london alumni
i am currently working as an engineer while continuing to pursue my research interests in computer vision.
i hold an MSc in computing (specialising in AI & ML) and a BEng in electronic and information engineering, both from imperial college london.
research interests
research
Image Compositing is All You Need for Data Augmentation
VISAPP 2025 · 19th International Conference on Computer Vision Theory and Applications
Investigated the efficacy of image compositing as a primary method for data augmentation in computer vision tasks. This research demonstrates how compositing can generate highly diverse and robust training data, challenging the necessity of more computationally expensive or complex augmentation pipelines.
Investigation of Low Cost Eye Tracker and EEG for Objectively Assessing Vigilance Level
IRC-SET 2018 (pp. 63-74)
Explored the viability of combining low-cost eye-tracking hardware with EEG signals to create an objective, accessible method for assessing human vigilance and cognitive states.