Content-aware personalised rate adaptation for adaptive streaming via deep video analysis

• Main Authors: Gao, Guanyu, Dong, Linsen, Zhang, Huaizheng, Wen, Yonggang, Zeng, Wenjun
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Streaming Media; Bit Rate
• Online Access: https://hdl.handle.net/10356/152992
• Institution: Nanyang Technological University

Adaptive bitrate (ABR) streaming is the de facto solution for achieving smooth viewing experiences under unstable network conditions. However, most of the existing rate adaptation approaches for ABR are content-agnostic, without considering the semantic information of the video content. Nevertheless...