Online media data, in the forms of images and videos, are becoming mainstream
communication channels. However, recent advances in deep learning, particularly deep …

Face super-resolution aims to recover high-resolution face images with accurate geometric
structures. Most of the conventional super-resolution methods are trained on paired data that …

Even a rough sketch can effectively convey the descriptions of objects, as humans can
imagine the original shape from the sketch. The sketch-to-photo translation is a computer …

Despite the remarkable achievements of generative adversarial networks (GANs) in high-
quality image synthesis, applying pre-trained GAN models to image-to-image translation is …

Chinese landscape paintings, realistic landscape photographs, and oil paintings each
possess unique artistic characteristics and painting features. Image-to-image translation …

Featured Application Indonesia's police force generates hand-drawn face sketches to
reconstruct the facial visualization of a fugitive from eyewitness testimony. By the proposed …

This study proposes an Infrared (IR) generative adversarial network (IR-GAN) to generate
high-quality IR images using visible images, based on a conditional generative adversarial …

The field of face sketch-to-photo synthesis involves generating photographic facial images
with enhanced details and a heightened sense of style realism. In recent years, the …

Face sketch-to-photo transformation aims at generates face photo images from sketched
face images. Although transformations have progressed significantly with the development …

Transforming optical facial images into sketches while preserving realism and facial features
poses a significant challenge. The current methods that rely on paired training data are …