ZHANG YANJIE

PhD Student

Email: yanjie.zhang@u.nus.edu

Research Title: Developing Advanced Models for Detecting and Classifying Road Features from Crowdsourced Data
Research Group: Tropical Environmental Change (TEC)
Thesis Advisor: Dr Yan Yingwei

My research focuses on developing advanced models for detecting and classifying road features from crowdsourced data, such as extracting valuable information from social sensing or VGI. This work involves creating algorithms that can efficiently mine and integrate diverse data sources to enhance the autonomous decision-making capabilities of vehicles. By effectively leveraging crowdsourced data, my aim is to contribute to the advancement of smarter, safer, and more efficient autonomous driving systems within the domain of urban science.