State-of-the-art in 360 video/image processing: Perception, assessment and compression

M Xu, C Li, S Zhang, P Le Callet - IEEE Journal of Selected …, 2020 - ieeexplore.ieee.org
Nowadays, 360° video/image has been increasingly popular and drawn great attention. The
spherical viewing range of 360° video/image accounts for huge data, which pose the …

Multimodality in VR: A survey

D Martin, S Malpica, D Gutierrez, B Masia… - ACM Computing …, 2022 - dl.acm.org
Virtual reality (VR) is rapidly growing, with the potential to change the way we create and
consume content. In VR, users integrate multimodal sensory information they receive to …

Viewing behavior supported visual saliency predictor for 360 degree videos

Y Zhu, G Zhai, Y Yang, H Duan, X Min… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In virtual reality (VR), correct and precise estimations of user's visual fixations and head
movements can enhance the quality of experience by allocating more computation …

The prediction of head and eye movement for 360 degree images

Y Zhu, G Zhai, X Min - Signal Processing: Image Communication, 2018 - Elsevier
Estimating salient areas of visual stimuli which are liable to attract viewers' visual attention is
a challenging task because of the high complexity of cognitive behaviors in the brain. Many …

A survey on 360-degree video: Coding, quality of experience and streaming

F Chiariotti - Computer Communications, 2021 - Elsevier
Abstract The commercialization of Virtual Reality (VR) headsets has made immersive and
360-degree video streaming the subject of intense interest in the industry and research …

The prediction of saliency map for head and eye movements in 360 degree images

Y Zhu, G Zhai, X Min, J Zhou - IEEE Transactions on Multimedia, 2019 - ieeexplore.ieee.org
By recording the whole scene around the capturer, virtual reality (VR) techniques can
provide viewers the sense of presence. To provide a satisfactory quality of experience, there …

GBVS360, BMS360, ProSal: Extending existing saliency prediction models from 2D to omnidirectional images

P Lebreton, A Raake - Signal Processing: Image Communication, 2018 - Elsevier
In this paper it is studied how existing visual saliency models designed for 2D images can
be extended and applied to Omnidirectional images in the equirectangular format. Three …

Toolbox and dataset for the development of saliency and scanpath models for omnidirectional/360 still images

J Gutiérrez, E David, Y Rai, P Le Callet - Signal Processing: Image …, 2018 - Elsevier
Research on understanding how people watch/explore Virtual Reality (VR) and 360°
content is crucial to develop appropriate technologies for processing, encoding, delivering …

ATSal: An Attention Based Architecture for Saliency Prediction in 360 Videos

Y Dahou, M Tliba, K McGuinness… - … Conference on Pattern …, 2021 - Springer
The spherical domain representation of 360^ ∘∘ video/image presents many challenges
related to the storage, processing, transmission and rendering of omnidirectional videos …

[HTML][HTML] SST-Sal: A spherical spatio-temporal approach for saliency prediction in 360∘ videos

E Bernal-Berdun, D Martin, D Gutierrez, B Masia - Computers & Graphics, 2022 - Elsevier
Virtual reality (VR) has the potential to change the way people consume content, and has
been predicted to become the next big computing paradigm. However, much remains …