Adaptive bitrate (ABR) algorithms are used in streaming media to adjust video or audio quality based on the viewer's network conditions to provide a smooth playback experience. With the rise of virtual reality (VR) headsets, 360° video streaming is growing rapidly and requires efficient ABR strategies to also adapt the video quality to the...
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June 7, 2023 (v1)Conference paperUploaded on: May 5, 2023
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June 14, 2022 (v1)Conference paper
While 360° videos watched in a VR headset are gaining in popularity, it is necessary to lower the required bandwidth to stream these immersive videos and obtain a satisfying quality of experience. Doing so requires predicting the user's head motion in advance, which has been tackled by a number of recent prediction methods considering the video...
Uploaded on: December 3, 2022 -
June 13, 2022 (v1)Conference paper
Prediction of head movements in immersive media is key to design efficient streaming systems able to focus the bandwidth budget on visible areas of the content. Numerous proposals have therefore been made in the recent years to predict 360°images and videos. However, the performance of these models is limited by a main characteristic of the...
Uploaded on: December 3, 2022 -
June 14, 2022 (v1)Conference paper
From a user perspective, immersive content can elicit more intense emotions than flat-screen presentations. From a system perspective,efficient storage and distribution remain challenging, and must consider user attention. Understanding the connection between user attention, user emotions and immersive content is therefore key. In this article,...
Uploaded on: December 3, 2022 -
October 16, 2022 (v1)Conference paper
While immersive media have been shown to generate more intense emotions, saliency information has been shown to be a key component for the assessment of their quality, owing to the various portions of the sphere (viewports) a user can attend. In this article, we investigate the tri-partite connection between user attention, user emotion and...
Uploaded on: December 3, 2022