Viewpoint Generalization via a Binocular Vision

Convolutional Neural Networks (CNNs, LeCun et al. (1989, 1998)) are models inspired by how the Despite giving impressive performance in many applications, CNNs still have a long way to go in terms of being comparable to human's visual ability. The two images from the left eye and the right eye are merged and then fed into regular CNN layers.