Bjontengaard-Delta Performance over HEVC VoxCeleb Xiph.org BD quality / BD rate BD quality / BD rate

Bjontengaard-Delta Performance over HEVC VoxCeleb Xiph.org BD quality / BD rate BD quality / BD rate

Source publication
Preprint
Full-text available
In this work we propose a novel deep learning approach for ultra-low bitrate video compression for video conferencing applications. To address the shortcomings of current video compression paradigms when the available bandwidth is extremely limited, we adopt a model-based approach that employs deep neural networks to encode motion information as ke...

Context in source publication

Context 1
... on these preliminary results, we proceed with an extensive performance evaluation of the proposed method using these quality metrics. In Table 1, we report the average Bjontengaard-Delta performance for VoxCeleb test and Xiph.org images. The gains are significant (over 80% BDrate savings) on the two datasets. ...

Similar publications

Article
Full-text available
Video compression is piece of communication as the demand for higher quality videos and lower data consumption increases so are newer standards being adopted to keep up with those demands. We look at various video formats from the past as well as a new way, developed by Nvidia, for talking head video-conferencing that is far-more efficient than the...