A Deep Generative Deconvolutional Image Model

Yunchen Pu, Xin Yuan, Andrew Stevens +2

A deep generative model is developed for representation and analysis of images, based on a hierarchical convolutional dictionary-learning framework. Stochastic {\em unpooling} is e…