Video, as a key driver in the global explosion of digital information, can create tremendous
benefits for human society. Governments and enterprises are deploying innumerable …

Semantic communication (SemCom) is an emerging way that aims to improve
communication efficiency based on the semantics of content, which relies on the knowledge …

The high-accuracy and resource-intensive deep neural networks (DNNs) have been widely
adopted by live video analytics (VA), where camera videos are streamed over the network to …

Communication is supposed to improve multi-agent collaboration and overall performance
in cooperative Multi-agent reinforcement learning (MARL). However, such improvements are …

We present a survey paper on methods and applications of digital twins (DT) for urban traffic
management. While the majority of studies on the DT focus on its" eyes," which is the …

Video analytics is widespread in various applications serving our society. Recent advances
of content enhancement in video analytics offer significant benefits for the bandwidth saving …

High-definition (HD) cameras for surveillance and road traffic have experienced tremendous
growth, demanding intensive computation resources for real-time analytics. Recently …

In recent years, 360-degree videos have gained significant traction due to their capacity to
provide immersive experiences. However, the adoption of 360-degree videos substantially …

The quality of the video stream is the key to neural network-based video analytics. However,
low-quality video is inevitably collected by existing surveillance systems because of poor …

With the widespread deployment of edge computing, the focus has shifted to machine-
centric live video streaming, where endpoint-collected videos are transmitted over networks …