Retaining ring detection

Pattern projection lighting enables stable detection by using 3D height information in combination with 2D color images. Without height data, detecting proper seating and assembly of low-contrast parts like retaining rings and clips can be challenging and inconsistent.

3D image (color image)

3D image (height image)