Abstract: This paper proposes a novel part-based representation for modeling object categories. Our representation combines the effectiveness of deformable part-based models with the richness of ...

Abstract: 3D environment recognition is essential for autonomous driving systems, as autonomous vehicles require comprehensive understanding of surrounding scenes. Recently, the predominant approach ...