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Deepstream: Video streaming enhancements using compressed deep neural networks
InIn HTTP Adaptive Streaming (HAS), each video is divided into smaller segments, and each
segment is encoded at multiple pre-defined bitrates to construct a bitrate ladder. To optimize …
segment is encoded at multiple pre-defined bitrates to construct a bitrate ladder. To optimize …
Bitrate ladder prediction methods for adaptive video streaming: A review and benchmark
HTTP adaptive streaming (HAS) has emerged as a widely adopted approach for over-the-
top (OTT) video streaming services, due to its ability to deliver a seamless streaming …
top (OTT) video streaming services, due to its ability to deliver a seamless streaming …
JND-aware two-pass per-title encoding scheme for adaptive live streaming
Adaptive live video streaming applications utilize a predefined collection of bitrate-resolution
pairs, known as a bitrate ladder, for simplicity and efficiency, eliminating the need for …
pairs, known as a bitrate ladder, for simplicity and efficiency, eliminating the need for …
OPTE: Online per-title encoding for live video streaming
Current per-title encoding schemes encode the same video content at various bitrates and
spatial resolutions to find an optimized bitrate ladder for each video content in Video on …
spatial resolutions to find an optimized bitrate ladder for each video content in Video on …
Optimizing video streaming for sustainability and quality: The role of preset selection in per-title encoding
HTTP Adaptive Streaming (HAS) methods divide a video into smaller segments, encoded at
multiple pre-defined bitrates to construct a bitrate ladder. Bitrate ladders are usually …
multiple pre-defined bitrates to construct a bitrate ladder. Bitrate ladders are usually …
Evca: Enhanced video complexity analyzer
The optimization of video compression and streaming workflows critically relies on
understanding the video complexity, including both spatial and temporal features. These …
understanding the video complexity, including both spatial and temporal features. These …
Perceptually-aware per-title encoding for adaptive video streaming
In live streaming applications, a fixed set of bitrate-resolution pairs (known as bitrate ladder)
is used for simplicity and efficiency to avoid the additional encoding run-time required to find …
is used for simplicity and efficiency to avoid the additional encoding run-time required to find …
VCD: video complexity dataset
This paper provides an overview of the open Video Complexity Dataset (VCD) which
comprises 500 Ultra High Definition (UHD) resolution test video sequences. These …
comprises 500 Ultra High Definition (UHD) resolution test video sequences. These …
Energy consumption and carbon emissions of modern software video encoders
In today's digital landscape, video streaming holds an important role in internet traffic, driven
by the pervasive use of mobile devices and the surge in streaming platform popularity. In …
by the pervasive use of mobile devices and the surge in streaming platform popularity. In …
Content adaptive spatial–temporal rescaling for video coding optimization
With the increase of resolution and frame rate, videos can provide users with a better
viewing experience. However, the amount of data is also greatly increased, making it much …
viewing experience. However, the amount of data is also greatly increased, making it much …