Hierarchical Abstraction Enables Human-Like 3D Object Recognition in Deep Learning Models

Shuhao Fu, Philip J. Kellman, Hongjing Lu

Both humans and deep learning models can recognize objects from 3D shapes depicted with sparse visual information, such as a set of points randomly sampled from the surfaces of 3D…