Rankdvqa: Deep vqa based on ranking-inspired hybrid training

C Feng, D Danier, F Zhang… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
In recent years, deep learning techniques have shown significant potential for improving
video quality assessment (VQA), achieving higher correlation with subjective opinions …

A review on machine learning based user-centric multimedia streaming techniques

M Ghosh, C Singhal - Computer Communications, 2024 - Elsevier
The multimedia content and streaming are a major means of information exchange in the
modern era and there is an increasing demand for such services. This coupled with the …

Funque: Fusion of unified quality evaluators

AK Venkataramanan, C Stejerean… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Fusion-based quality assessment has emerged as a powerful method for developing high-
performance quality models from quality models that individually achieve lower …

One Transform To Compute Them All: Efficient Fusion-Based Full-Reference Video Quality Assessment

AK Venkataramanan, C Stejerean… - … on Image Processing, 2023 - ieeexplore.ieee.org
The Visual Multimethod Assessment Fusion (VMAF) algorithm has recently emerged as a
state-of-the-art approach to video quality prediction, that now pervades the streaming and …

Rankdvqa-mini: knowledge distillation-driven deep video quality assessment

C Feng, D Danier, H Wang, F Zhang… - 2024 Picture Coding …, 2024 - ieeexplore.ieee.org
Deep learning-based video quality assessment (deep VQA) has demonstrated significant
potential in surpassing conventional metrics, with promising improvements in terms of …

A FUNQUE approach to the quality assessment of compressed HDR videos

AK Venkataramanan, C Stejerean… - 2024 Picture Coding …, 2024 - ieeexplore.ieee.org
Recent years have seen steady growth in the popularity and availability of High Dynamic
Range (HDR) content, particularly videos, streamed over the internet. As a result, assessing …

BVI-UGC: A Video Quality Database for User-Generated Content Transcoding

Z Qi, C Feng, F Zhang, X Xu, S Liu, D Bull - arXiv preprint arXiv …, 2024 - arxiv.org
In recent years, user-generated content (UGC) has become one of the major video types
consumed via streaming networks. Numerous research contributions have focused on …

Quality Assessment in Media and Entertainment: Challenges and Trends

AK Venkataramanan, Z Shang… - Computer Vision …, 2024 - books.google.com
Assessing and optimizing the perceptual quality of media plays an important role in
enhancing the subjective experiences of hundreds of millions of television, streaming, and …

[PDF][PDF] Machine learning for video coding and quality assessment

ELBH Erabadda - 2023 - openresearch.surrey.ac.uk
An enormous amount of videos is being transferred over the network every second. To cope
with this large amount of video data, it is fundamental to have efficient video compression …

[HTML][HTML] Construction of a Video Transmission Scenario in Software-Defined Networks for QoE Estimation

V Quizza-Hernandez, JC Arango-Colorado… - Revista Facultad de …, 2022 - scielo.org.co
The services supported by data networks have become widespread, so the architectures of
the new data networks are service-oriented. They are endowed with intelligence, flexibility …