David Hart

SelectionConv: Convolutional Neural Networks for Non-Rectilinear Image Data

"Convolutional Neural Networks have revolutionized vision applications. There are image domains and representations, however, that cannot be handled by standard CNNs (e.g., spherical images, superpixels). Such data are usually processed using networks and algorithms specialized for each type. In thi…