The article describes our first attempts on use of neural networks for reconstruction of superquadrics from 3D data.
COBISS.SI-ID: 1537994435
The article describes the reconstruction of superquadrics from synthetic and real range images using regression neural networks.
COBISS.SI-ID: 1538269123
The article describes the problem of segmenting and recovering superquadrics from depht images. First, segmentation is addressed usiing instance segmentation with Mask-RCNNs, which is followed by superquadric-parameter estimation from incomplete data using standard CNNs.
COBISS.SI-ID: 1538520259