My research enthusiasm lies in applying AI to grounded tasks. My primary goal is to develop methods for efficiently extracting key information from crowdsourced big data to serve urban science. To achieve this goal, I identified three main challenges:

🧗 Challenge 1 Multi-element Extraction

How can valuable information be effectively extracted from crowdsourced SVI to enhance the detection and classification of road features for autonomous vehicles.

🧗 Challenge 2 Multi-element Integration

What machine learning models and data fusion techniques can be developed to integrate diverse data sources, such as SVI and vehicle sensor data, for real-time updates.

🧗Challenge 3 Multi-element Management

How can the proposed methods for accuracy, reliability, and scalability in various driving environments.

Please reach out to collaborate and make the future city more intelligent, sustainable and eco-friendly 💪🏻💪🏽💪🏿💪🦾