Qianyu Cheng

Multi-Semantic Modeling for Glass Surface Detection in the Wild

Glass surfaces challenge object detection models as they mix the transmitted background with the reflected surrounding, creating confusing visual patterns. Previous methods relying on low-level cues (e.g., reflections and boundaries) or surrounding semantics are often unreliable in complex real-worl