High Efficiency Video Coding (HEVC) provides superior coding efficiency than previous
video coding standards at the cost of increasing encoding complexity. The complexity …

Wireless capsule endoscopy (WCE) can be viewed as an innovative technology introduced
in the medical domain to directly visualize the digestive system using a battery-powered …

Decentralized learning has gained great popularity to improve learning efficiency and
preserve data privacy. Each computing node makes equal contribution to collaboratively …

Image classification is a fundamental artificial intelligence task that labels images into one of
some predefined classes. However, training complex image classification models requires a …

We propose a factorized robust matrix completion (FRMC) algorithm with global motion
compensation to solve the video background subtraction problem. The algorithm …

Distributed source coding (DSC) schemes rely on separate encoding but joint decoding of
statistically dependent sources, which exhibit correlation. DSC has numerous promising …

Video coding technologies have played a major role in the explosion of large market digital
video applications and services. In this context, the very popular MPEG-x and H-26x video …

The side information (SI) in Distributed Video Coding (DVC) is estimated using the available
decoded frames and exploited for the decoding and reconstruction of other frames. The …

Distributed video coding (DVC) is based on distributed source coding (DSC) concepts in
which video statistics are used partially or completely at the decoder rather than the …

One of the key problems in distributed video coding is the generation of side information.
This task consists of producing an estimate of an image with some neighboring ones, such …