Several algorithms have recently been proposed to distinguish computer-generated graphics from natural images. Xiaofen Wang et al. [4] present a customized statistical model based on the …

What is computer-generated imagery (CGI)? Computer-generated imagery (CGI) is the creation of still or animated visual content using imaging software.

If computer generated images are used with malicious intentions it creates negative impact on the society. Therefore, several methods have been proposed in last few years to distinguish …

erentiate computer-generated images from photographic images using the two-stream convolutional neural network. The first stream learns the RGB-based distinct features

CG2Real: Improving the Realism of Computer Generated Images using a Large Collection of Photographs Hanspeter Pfister, Senior Member, IEEE, William T. Freeman, Fellow, IEEE, and …

ages generation, including natural images taken by a camera, computer graphics, and GAN images. We, to the best of our knowledge, for the first time attempt to address this gap of a …

In this work, we propose a convolutional neural network (CNN)-based model to distinguish computer-generated (CG) images from natural images (NIs) with channel and pixel correlation.