Network state Estimation using Raw Video Analysis: vQoS-GAN based non-intrusive Deep Learning Approach. (arXiv:2204.07062v1 [cs.MM])

Content based providers transmits real time complex signal such as video data
from one region to another. During this transmission process, the signals
usually end up distorted or degraded where the actual information present in
the video is lost. This normally happens in the streaming video services
applications. Hence there is a need to know the level of degradation that
happened in the receiver side. This video degradation can be estimated by
network state parameters like data rate and packet …

analysis arxiv deep learning gan learning network state video video analysis