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 …
D Ma, F Zhang, DR Bull - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Deep learning methods are increasingly being applied in the optimisation of video compression algorithms and can achieve significantly enhanced coding gains, compared to …
Recently, learning based video compression methods attract increasing attention. However, the previous works suffer from error propagation due to the accumulation of reconstructed …
D Ding, Z Ma, D Chen, Q Chen, Z Liu… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Significant advances in video compression systems have been made in the past several decades to satisfy the near-exponential growth of Internet-scale video traffic. From the …
The past decade has witnessed the great success of deep learning in many disciplines, especially in computer vision and image processing. However, deep learning-based video …
S Ma, X Zhang, C Jia, Z Zhao, S Wang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In recent years, the image and video coding technologies have advanced by leaps and bounds. However, due to the popularization of image and video acquisition devices, the …
G Lu, X Zhang, W Ouyang, L Chen… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Traditional video compression approaches build upon the hybrid coding framework with motion-compensated prediction and residual transform coding. In this paper, we propose the …
D Liu, Z Chen, S Liu, F Wu - … on Circuits and Systems for Video …, 2019 - ieeexplore.ieee.org
Deep learning has achieved great success in the past decade, especially in the fields of computer vision and image processing. After witnessing such success, video coding experts …
D Wang, C Zhu, Y Sun, F Dufaux… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
As an extension of high efficiency video coding (HEVC), the scalable high efficiency video coding (SHVC) introduces multiple layers with inter-layer predictions, which greatly …