[HTML][HTML] Video transcoding for adaptive bitrate streaming over edge-cloud continuum
G Gao, Y Wen - Digital Communications and Networks, 2021 - Elsevier
Video transcoding is to create multiple representations of a video for content adaptation. It is
deemed as a core technique in Adaptive BitRate (ABR) streaming. How to manage video …
deemed as a core technique in Adaptive BitRate (ABR) streaming. How to manage video …
Learning QoE of mobile video transmission with deep neural network: A data-driven approach
Quality of experience (QoE) serves as a direct evaluation of users' experiences in mobile
video transmission and thus essential for network management, such as network …
video transmission and thus essential for network management, such as network …
Perceptual video quality assessment: The journey continues!
Perceptual Video Quality Assessment (VQA) is one of the most fundamental and challenging
problems in the field of Video Engineering. Along with video compression, it has become …
problems in the field of Video Engineering. Along with video compression, it has become …
DeepQoE: A multimodal learning framework for video quality of experience (QoE) prediction
Recently, many models have been developed to predict video Quality of Experience (QoE),
yet the applicability of these models still faces significant challenges. Firstly, many models …
yet the applicability of these models still faces significant challenges. Firstly, many models …
C3DVQA: Full-reference video quality assessment with 3D convolutional neural network
M Xu, J Chen, H Wang, S Liu, G Li… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
Traditional video quality assessment (VQA) methods evaluate localized picture quality and
video score is predicted by temporally aggregating frame scores. However, video quality …
video score is predicted by temporally aggregating frame scores. However, video quality …
Personalized QoE improvement for networking video service
Y Gao, X Wei, L Zhou - IEEE Journal on Selected Areas in …, 2020 - ieeexplore.ieee.org
Personalized networking video service, as an inevitable trend recently, has become the core
part for users' quality of experience (QoE) improvement. Unfortunately, existing schemes of …
part for users' quality of experience (QoE) improvement. Unfortunately, existing schemes of …
Just noticeable difference for deep machine vision
As an important perceptual characteristic of the Human Visual System (HVS), the Just
Noticeable Difference (JND) has been studied for decades with image and video processing …
Noticeable Difference (JND) has been studied for decades with image and video processing …
Mining mobile intelligence for wireless systems: a deep neural network approach
H Hu, Z Liu, J An - IEEE Computational Intelligence Magazine, 2020 - ieeexplore.ieee.org
Wireless big data contain valuable information on users' behaviors and preferences, which
can drive the design and optimization for wireless systems. The fundamental issue is how to …
can drive the design and optimization for wireless systems. The fundamental issue is how to …
A dual-tree complex wavelet enhanced convolutional LSTM neural network for structural health monitoring of automotive suspension
H Luo, M Huang, Z Zhou - Measurement, 2019 - Elsevier
To increase structural reliability of complex mechanical components under harsh working
conditions, a vibration-based structural health monitoring (SHM) method is a promising tool …
conditions, a vibration-based structural health monitoring (SHM) method is a promising tool …
Unmanned aircraft system aided adaptive video streaming: A joint optimization approach
Due to the coverage constraint of a wireless base station, mobile users suffer from the
unstable network connection and poor service quality, especially for the prevalent video …
unstable network connection and poor service quality, especially for the prevalent video …