A survey on adaptive 360 video streaming: Solutions, challenges and opportunities

A Yaqoob, T Bi, GM Muntean - IEEE Communications Surveys …, 2020 - ieeexplore.ieee.org
Omnidirectional or 360° video is increasingly being used, mostly due to the latest
advancements in immersive Virtual Reality (VR) technology. However, its wide adoption is …

When xr and ai meet-a scoping review on extended reality and artificial intelligence

T Hirzle, F Müller, F Draxler, M Schmitz… - Proceedings of the …, 2023 - dl.acm.org
Research on Extended Reality (XR) and Artificial Intelligence (AI) is booming, which has led
to an emerging body of literature in their intersection. However, the main topics in this …

Tile-based edge caching for 360° live video streaming

P Maniotis, N Thomos - … on Circuits and Systems for Video …, 2021 - ieeexplore.ieee.org
video is becoming an increasingly popular technology on commercial social platforms and
vital part of emerging Virtual Reality/Augmented Reality (VR/AR) applications. However, the …

A log-rectilinear transformation for foveated 360-degree video streaming

D Li, R Du, A Babu, CD Brumar… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the rapidly increasing resolutions of 360° cameras, head-mounted displays, and live-
streaming services, streaming high-resolution panoramic videos over limited-bandwidth …

Personalized virtual reality human-computer interaction for psychiatric and neurological illnesses: a dynamically adaptive virtual reality environment that changes …

J Kritikos, G Alevizopoulos… - Frontiers in Human …, 2021 - frontiersin.org
Virtual reality (VR) constitutes an alternative, effective, and increasingly utilized treatment
option for people suffering from psychiatric and neurological illnesses. However, the …

Prediction, communication, and computing duration optimization for VR video streaming

X Wei, C Yang, S Han - IEEE Transactions on Communications, 2020 - ieeexplore.ieee.org
Proactive tile-based video streaming can avoid motion-to-photon latency of wireless virtual
reality (VR) by computing and delivering the predicted tiles to be requested before playback …

Masked360: Enabling robust 360-degree video streaming with ultra low bandwidth consumption

Z Luo, B Chai, Z Wang, M Hu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
360-degree video streaming has gained tremendous growth over the past years. However,
the delivery of 360-degree videos over the Internet still suffers from the scarcity of network …

An accurate viewport estimation method for 360 video streaming using deep learning

H Nguyen, TN Dao, NS Pham, TL Dang… - EAI Endorsed …, 2022 - publications.eai.eu
Abstract Nowadays, Virtual Reality is becoming more and more popular, and 360 video is a
very important part of the system. 360 video transmission over the Internet faces many …

Machine learning based content-agnostic viewport prediction for 360-degree video

S Van Damme, MT Vega, F De Turck - ACM Transactions on Multimedia …, 2022 - dl.acm.org
Accurate and fast estimations or predictions of the (near) future location of the users of head-
mounted devices within the virtual omnidirectional environment open a plethora of …

Deep exploration for recommendation systems

Z Zhu, B Van Roy - Proceedings of the 17th ACM Conference on …, 2023 - dl.acm.org
Modern recommendation systems ought to benefit by probing for and learning from delayed
feedback. Research has tended to focus on learning from a user's response to a single …