[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 …

Learning QoE of mobile video transmission with deep neural network: A data-driven approach

X Tao, Y Duan, M Xu, Z Meng… - IEEE Journal on Selected …, 2019 - ieeexplore.ieee.org
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 …

Perceptual video quality assessment: The journey continues!

A Saha, SK Pentapati, Z Shang, R Pahwa… - Frontiers in Signal …, 2023 - frontiersin.org
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 …

DeepQoE: A multimodal learning framework for video quality of experience (QoE) prediction

H Zhang, L Dong, G Gao, H Hu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
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 …

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 …

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 …

Just noticeable difference for deep machine vision

J Jin, X Zhang, X Fu, H Zhang, W Lin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …

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 …

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 …

Unmanned aircraft system aided adaptive video streaming: A joint optimization approach

C Zhan, H Hu, Z Wang, R Fan… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
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 …