Qinyuan Fan

MS-CAFNet: enhancing 3D point accuracy of laser scanners through a multi-stage self-attention network for applications in construction

Abstract We propose the MS-CAFNet algorithm, featuring an integrated pipeline that combines per-room geometric registration with a multi-stage convolutional network and symmetry test-time augmentation. This method enables the reduction of 3D point accuracy uncertainty associated...