Using a Deep Residual Convolutional Neural Network as an Image Transformation Network (ITN). We train the ITN to transform input images into output images. We use a VGG19 which is pre-trained on ...

Abstract: Spaceborne inverse synthetic aperture ladar (ISAL) is an extension of inverse synthetic aperture radar (ISAR) in laser band. It can provide ultrahigh-resolution distance imaging of ...

Abstract: We consider a Cartesian stochastic variational inequality problem with a monotone map. Monotone stochastic variational inequalities arise naturally, for instance, as the equilibrium ...