The most widely used video encoders share a common hybrid coding framework that
includes block-based motion estimation/compensation and block-based transform coding …

In this paper, we address the problem of real-time video quality enhancement, considering
both frame super-resolution and compression artifact-removal. The first operation increases …

The emergence of generative adversarial network (GAN) promotes the great progress of
deep learning generation model. In this paper, generative adversarial network is used to …

Video compression leads to compression artifacts, among which Perceivable Encoding
Artifacts (PEAs) degrade user perception. Most of existing state-of-the-art Video …

现在高效的图像压缩已经成为数字图像有效存储和传输的必要手段. 经过压缩之后的图像难免
存在块伪影, 震荡伪影, 图像模糊等问题. 压缩图像增强技术作为图像编码效率提升的重要方式 …

Video restoration is a widely studied task in the field of computer vision and image
processing. The primary objective of video restoration is to improve the visual quality of …

Using knowledge rather than data is key in knowledge science and enables artificial
systems to solve novel problems. We distinguish the knowledge of language internal to the …

图像视频质量增强是为了减轻或消除其在有损压缩过程中的质量损失, 从而生成得到更接近无损
的高质量图像视频. 直方图均衡, 灰度变换等传统的图像质量增强方法是直接对图像的像素值 …

A device includes a memory configured to store an adapted network that is configured to
generate a modified image based on a single image. The device includes a processor …

The popularization of mobile phones and other multimedia portable devices paved the way
for the increase in video consumption worldwide. However, it is impossible to transmit a non …