Deep architectures for image compression: a critical review
Deep learning architectures are now pervasive and filled almost all applications under
image processing, computer vision, and biometrics. The attractive property of feature …
image processing, computer vision, and biometrics. The attractive property of feature …
Deep learning-based video coding: A review and a case study
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 …
especially in computer vision and image processing. However, deep learning-based video …
The devil is in the details: Window-based attention for image compression
Learned image compression methods have exhibited superior rate-distortion performance
than classical image compression standards. Most existing learned image compression …
than classical image compression standards. Most existing learned image compression …
Dvc: An end-to-end deep video compression framework
Conventional video compression approaches use the predictive coding architecture and
encode the corresponding motion information and residual information. In this paper, taking …
encode the corresponding motion information and residual information. In this paper, taking …