Automatic craniofacial registration based on radial curves

•We propose a feature ponits selection method on 3D craniofacial models, which result in automatic and stable feature landmark extraction.•We propose a new craniofacial registration framework using radial curves and our extracted landmarks. Our registration is automatic and effective.•We perform extensive experiments on craniofacial data registration and demonstrate the effectiveness of this radial curve based registration.