Efficient Per-Shot Transformer-Based Bitrate Ladder Prediction for Adaptive Video Streaming

• Published in: 2023 IEEE International Conference on Image Processing (ICIP) pp. 1835 - 1839
• Main Authors: Telili, Ahmed, Hamidouche, Wassim, Fezza, Sid Ahmed, Morin, Luce
• Format: Conference Proceeding
• Language: English
• Published: IEEE 08.10.2023
• Subjects: adaptive video streaming; Bit rate; Bitrate ladder; Buildings; Computational modeling; Feature extraction; HEVC; Image coding; Streaming media; Transformers; video compression; vision transformer

Recently, HTTP adaptive streaming (HAS) has become a standard approach for over-the-top (OTT)-based video streaming services due to its ability to provide smooth streaming. In HAS, stream representations are encoded to target a specific bitrate providing a wide range of operating bitrates known as t...