Edge-assisted lightweight region-of-interest extraction and transmission for vehicle perception
To enhance on-road environmental perception for autonomous driving, accurate and real-
time analytics on high-resolution video frames generated from on-board cameras becomes …
time analytics on high-resolution video frames generated from on-board cameras becomes …
End-edge coordinated joint encoding and neural enhancement for low-light video analytics
In this paper, we investigate video analytics in low-light environments, and propose an end-
edge coordinated system with joint video encoding and enhancement. It adaptively transmits …
edge coordinated system with joint video encoding and enhancement. It adaptively transmits …
Dependence-Aware Multi-Task Scheduling for Edge Video Analytics With Accuracy Guarantee
C Wang, P Yang, J Hou, Z Liu… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
In this paper, we investigate the optimal configuration and dependence-aware task
assignment for multi-task edge video analytics. Multi-task video analytics involves multiple …
assignment for multi-task edge video analytics. Multi-task video analytics involves multiple …
Adaptive Network Configuration for Efficient and Accurate Neural Video Inference
Cameras are widely used in many fields, eg, intelligent transportation, autonomous driving,
surveillance, etc. It is thus vital to conduct video analytics in an efficient and accurate …
surveillance, etc. It is thus vital to conduct video analytics in an efficient and accurate …