Research
Research Interests
Our research group (3D Vision & Robotics Lab) mainly focuses on 3D computer vision with a particular focus on geometric and physical aspects. Specifically, our goal is to give the capability to a system (e.g., robots and autonomous vehicles) to understand and interpret various data in a manner that is similar to the way humans use their senses to relate to the world around them.
To achieve this goal, we focus on processing and analyzing various sensor data such as image, video, 3D point cloud, and other sensory data. Currently, we are working on the following research agenda:
Research agenda:
Structural understanding (structural perspective) of indoor scenes
3D Perception (e.g., depth estimation, localization) for intelligent agents such as autonomous vehicles
3D Reconstruction / Camera pose estimation / SLAM
Sensor Fusion / Calibration / Robotics vision
Other than the above topics, our lab members have broad research interests in computer vision and machine learning and aim to developing cutting-edge algorithms.