Thien-Thu Ngo   

BIOGRAPHY

Thien-Thu Ngo received the B.S. degree in Management Information Systems from Vietnam National University, Ho Chi Minh City, in 2010, and Ph.D. degree with the Department of Computer Science and Engineering, at Kyung Hee University, South Korea in 2024. Currently, she is working as a Postdoctoral Researcher at Halmstad University, Sweden. Her research interests include image processing, computer vision, and deep learning.

ON_GOING PROJECTS

ROADVIEW will deliver more powerful and reliable in-vehicle perception systems, with improved resilience and accuracy under harsh weather conditions.

• Improved sensor and noise models

• Using noise filtering to improve detection of objects and vulnerable road users

• Enhanced sensing by using additional sensors, such as thermal camera and imaging RADAR

• Using adaptive sensor fusion and collaborative infrastructure-based perception for improving object and drivable area (free space) detection

• Improved localisation and use of HD map technology

• Link: roadview-project.eu/ 

RESEARCH OF INTEREST

• Image Processing: applied deep learning methods on salient object detection

• Computer Vision: applied deep learning methods on 2D & 3D dataset for object detection, semantic segmentation, sensors fusion

• Edge AI: optimized model architecture for low-resource environments 

TEACHING

• Deep Learning (DT8028 2024 & 2025)

• Applied Deep Learning with Pytorch (DT8058 2024 & 2025)

• Fundamentals of Computer Vision with Deep Learning (DT8055 2025)

• Introduction to Computer Vision with Deep Learning (DS6001 2025)