In existing semantic communication systems for image transmission, some images are
generally reconstructed with considerably low quality. As a result, the reliable transmission …

We consider the problem of compressing an information source when a correlated one is
available as side information only at the decoder side, which is a special case of the …

This paper presents the Generative Adversarial Networks (GANs)-based image semantic
coding, the goal of which is semantic exchange rather than symbol transmission. State-of …

In theory, vector quantization (VQ) is always better than scalar quantization (SQ) in terms of
rate-distortion (RD) performance. Recent state-of-the-art methods for neural image …

We introduce the concept of rate-aware deep perceptual preprocessing (DPP) for video
encoding. DPP makes a single pass over each input frame in order to enhance its visual …