Total mentored projects: 7
Developing a system for traffic analysis with drone videos and advanced computer vision will improve traffic monitoring.
Emulating the function of vision-related neurons in predators can enhance the ability of autonomous vehicles to navigate in rapidly changing environments.
Studying the behaviors of autonomous driving systems when encountering adversarial physical objects will help improve robustness and security.
Developing defenses for machine learning algorithms in computer vision will keep people safe from manipulative attacks.
Designing a model that can take either an image, text or both will help classify social media message into different categories in real time.
Enabling an active binocular system will help improve the mapping and navigation performance of a robot.
Designing a depth estimation algorithm for single-camera systems will improve depth prediction performance.