3 papers
cs.MM2024
Adaptive Offloading and Enhancement for Low-Light Video Analytics on Mobile Devices
Yuanyi He, Peng Yang, Tian Qin +2
In this paper, we explore adaptive offloading and enhancement strategies for video analytics tasks on computing-constrained mobile devices in low-light conditions. We observe that…
cs.NI2023
Deadline Aware Two-Timescale Resource Allocation for VR Video Streaming
Qingxuan Feng, Peng Yang, Zhixuan Huang +2
In this paper, we investigate resource allocation problem in the context of multiple virtual reality (VR) video flows sharing a certain link, considering specific deadline of each…
cs.MM2023
End-Edge Coordinated Joint Encoding and Neural Enhancement for Low-Light Video Analytics
Yuanyi He, Peng Yang, Tian Qin +1
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 transmi…