SSIMLayer: Towards Robust Deep Representation Learning via Nonlinear Structural Similarity

Ahmed Abobakr, Mohammed Hossny, Saeid Nahavandi

Deeper convolutional neural networks provide more capacity to approximate complex mapping functions. However, increasing network depth imposes difficulties on training and increase…