Recognition by Components (RBC)

Recognition by Components (RBC) is a computer vision technique used to identify objects by breaking them down into basic 3D shapes called "geons" (like cylinders, cones, and cubes). The system analyses the edges and overall geometry of an image to detect these shapes and their spatial relationships. By assembling these geons, the system can recognize complex objects even when they are partially hidden or viewed from different angles. RBC mimics how humans might recognize objects by identifying their fundamental parts, making it effective for robust object recognition in varied conditions.