Catarina P. Coutinho

Bioinspired CNNs for border completion in occluded images

Abstract We exploit the mathematical modeling of the border completion problem in the visual cortex to design convolutional neural network (CNN) filters that enhance robustness to image occlusions. We evaluate our CNN architecture, BorderNet, on three occluded datasets–MNIST, Fas...