Kaixin Huang

vToP: VLM-Guided Transparent Object Perception for Robotic Manipulation

Transparent objects, such as beakers, flasks, and other laboratory glassware, are commonly used in both laboratory and industrial settings. When light passes through these materials, it is refracted, which degrades image quality and impairs depth estimation of object surfaces. This often leads to failures in robotic pe...