Recent advances in deep learning have led to superhuman performance across a variety of
applications. Recently, these methods have been successfully employed to improve the rate …

Screen content data, such as computer-generated photographs, desktop sharing, remote
education, video game streaming and screenshot, is one of the most popular visual …

Recent advances in deep learning have resulted in image compression algorithms that
outperform JPEG and JPEG 2000 on the standard Kodak benchmark. However, they are …

For lossy image compression, we develop a neural-based system which learns a nonlinear
estimator for decoding from quantized representations. The system links two recurrent …

The emergence of deep learning techniques has solved many image processing problems
using traditional methods. It has provided pioneering solutions, especially in image …

Image data transfer has increased rigorously in the present times in social networking sites,
mobile apps and live streaming video applications. This phenomenon puts enormous effect …

Аннотация Кодирование речи—один из методов представления цифрового речевого
сигнала с использованием малого числа битов, при этом возможно сохранить их …

In the meantime, speech coding is one of the methods to represent the digital speech signal
as in possible fewer bits value and to maintain the quality and its clearness. In omnipresent …

Image compression plays an important role in encoding and improving various forms of
images in the digital era. Recent researches have focused on the principle of deep learning …

Image compression is an essential technology for encoding and improving various forms of
images in the digital era. The inventors have extended the principle of deep learning to the …