Deep affine motion compensation network for inter prediction in VVC
In video coding, it is a challenge to deal with scenes with complex motions, such as rotation
and zooming. Although affine motion compensation (AMC) is employed in Versatile Video …
and zooming. Although affine motion compensation (AMC) is employed in Versatile Video …
GLGAN-VC: A guided loss-based generative adversarial network for many-to-many voice conversion
Many-to-many voice conversion (VC) is a technique aimed at mapping speech features
between multiple speakers during training and transferring the vocal characteristics of one …
between multiple speakers during training and transferring the vocal characteristics of one …
Enhanced surveillance video compression with dual reference frames generation
In this paper, we improve the inter coding performance of surveillance videos by
simultaneously investigating the distinct characteristics of background and foreground …
simultaneously investigating the distinct characteristics of background and foreground …
Overview of research in the field of video compression using deep neural networks
R Birman, Y Segal, O Hadar - Multimedia Tools and Applications, 2020 - Springer
Abstract Deep Neural Networks (DNN) have emerged in recent year as a best-of-breed
alternative for performing various classification, prediction and identification tasks in images …
alternative for performing various classification, prediction and identification tasks in images …
Deep multi-domain prediction for 3D video coding
Three-dimensional (3D) video contains plentiful multi-domain correlations, including spatial,
temporal, and inter-view correlations. In this paper, a deep multi-domain prediction method …
temporal, and inter-view correlations. In this paper, a deep multi-domain prediction method …
Neural networks for image and video compression
A Gorodilov, D Gavrilov… - … Conference on Artificial …, 2018 - ieeexplore.ieee.org
The data transition has become one of the most actual problems nowadays. Classical
methods of video and image compression give great results but refers huge computational …
methods of video and image compression give great results but refers huge computational …
Multiple linear regression for high efficiency video intra coding
In video coding frameworks, the essence of intra coding is leveraging the spatial correlation
within a frame to remove redundancy thus achieving compact transmitting data. With modern …
within a frame to remove redundancy thus achieving compact transmitting data. With modern …
Compressed screen content image super resolution
Screen content has become one of the prominent mediums in the increasingly connected
world. With the prevalence of remote collaboration and communication such as virtual …
world. With the prevalence of remote collaboration and communication such as virtual …
Low complexity video coding based on spatial resolution adaptation
In this paper, a novel spatial resolution adaptation approach for video compression is
proposed. Its ability to dynamically apply downsampling to frames exhibiting low spatial …
proposed. Its ability to dynamically apply downsampling to frames exhibiting low spatial …
Recent advances on HEVC inter-frame coding: From optimization to implementation and beyond
High Efficiency Video Coding (HEVC) has doubled the video compression ratio with
equivalent subjective quality as compared to its predecessor H. 264/AVC. The significant …
equivalent subjective quality as compared to its predecessor H. 264/AVC. The significant …