Optimizing Video Compression Quality Using AI-Boosted HEVC

There has been increased demand for more immersive video content to enhance the Quality of Service. This prompted the need for newer compression algorithms which would retain or even improve the original video quality. This research specifically delves into the implementation of a lossless Generative Adversarial Network (GAN)-based H.265 video compression. The main employed methods and applied treatments are briefly described. Subsequently, this work's findings are presented in the results sections. The conclusion indicates the effectiveness of (GAN)-based algorithm utilized in the video compression process.

Authors

Institutions

Publication Details

Published
2024-10-23
DOI
https://doi.org/10.1109/icds62089.2024.10756295
Citations
1
Primary Topic
Video Coding and Compression Technologies
Type
article
Field-Weighted Citation Impact
0.35
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimizing Video Compression Quality Using AI-Boosted HEVC

Imade Fahd Eddine Fatani, Hajar Hardi
1 citations
Video Coding and Compression Technologies
0.35
article

Optimizing Video Compression Quality Using AI-Boosted HEVC

Imade Fahd Eddine Fatani, Hajar Hardi
article en
1 citations

Abstract

There has been increased demand for more immersive video content to enhance the Quality of Service. This prompted the need for newer compression algorithms which would retain or even improve the original video quality. This research specifically delves into the implementation of a lossless Generative Adversarial Network (GAN)-based H.265 video compression. The main employed methods and applied treatments are briefly described. Subsequently, this work's findings are presented in the results sections. The conclusion indicates the effectiveness of (GAN)-based algorithm utilized in the video compression process.

Université Sultan Moulay Slimane (MA)
Affordable and clean energy
Openalex Percentile: Top 41%
Video Coding and Compression Technologies
0.35
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.