Deep architectures for image compression: a critical review

D Mishra, SK Singh, RK Singh - Signal Processing, 2022 - Elsevier
Deep learning architectures are now pervasive and filled almost all applications under
image processing, computer vision, and biometrics. The attractive property of feature …

Deep learning-based video coding: A review and a case study

D Liu, Y Li, J Lin, H Li, F Wu - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
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 …

The devil is in the details: Window-based attention for image compression

R Zou, C Song, Z Zhang - … of the IEEE/CVF conference on …, 2022 - openaccess.thecvf.com
Learned image compression methods have exhibited superior rate-distortion performance
than classical image compression standards. Most existing learned image compression …

Dvc: An end-to-end deep video compression framework

G Lu, W Ouyang, D Xu, X Zhang… - Proceedings of the …, 2019 - openaccess.thecvf.com
Conventional video compression approaches use the predictive coding architecture and
encode the corresponding motion information and residual information. In this paper, taking …