ODVista: An Omnidirectional Video Dataset for super-resolution and Quality Enhancement Tasks

1 code implementation • 1 Mar 2024 • Ahmed Telili, Ibrahim Farhat, Wassim Hamidouche, Hadi Amirpour

Omnidirectional or 360-degree video is being increasingly deployed, largely due to the latest advancements in immersive virtual reality (VR) and extended reality (XR) technology.

Super-Resolution

Bitrate Ladder Prediction Methods for Adaptive Video Streaming: A Review and Benchmark

no code implementations • 23 Oct 2023 • Ahmed Telili, Wassim Hamidouche, Hadi Amirpour, Sid Ahmed Fezza, Luce Morin, Christian Timmerer

A key component of HAS is the bitrate ladder, which provides the encoding parameters (e. g., bitrate-resolution pairs) to encode the source video.

2BiVQA: Double Bi-LSTM based Video Quality Assessment of UGC Videos

1 code implementation • 31 Aug 2022 • Ahmed Telili, Sid Ahmed Fezza, Wassim Hamidouche, Hanene F. Z. Brachemi Meftah

Recently, with the growing popularity of mobile devices as well as video sharing platforms (e. g., YouTube, Facebook, TikTok, and Twitch), User-Generated Content (UGC) videos have become increasingly common and now account for a large portion of multimedia traffic on the internet.

Video Quality Assessment Visual Question Answering (VQA)