Appearance-based gaze estimation with deep learning: A review and benchmark

Y Cheng, H Wang, Y Bao, F Lu - IEEE Transactions on Pattern …, 2024 - ieeexplore.ieee.org
Human gaze provides valuable information on human focus and intentions, making it a
crucial area of research. Recently, deep learning has revolutionized appearance-based …

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 …

Fovvideovdp: A visible difference predictor for wide field-of-view video

RK Mantiuk, G Denes, A Chapiro, A Kaplanyan… - ACM Transactions on …, 2021 - dl.acm.org
FovVideoVDP is a video difference metric that models the spatial, temporal, and peripheral
aspects of perception. While many other metrics are available, our work provides the first …

Your attention is unique: Detecting 360-degree video saliency in head-mounted display for head movement prediction

A Nguyen, Z Yan, K Nahrstedt - Proceedings of the 26th ACM …, 2018 - dl.acm.org
Head movement prediction is the key enabler for the emerging 360-degree videos since it
can enhance both streaming and rendering efficiency. To achieve accurate head movement …

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 …

A dataset of head and eye movements for 360 videos

EJ David, J Gutiérrez, A Coutrot, MP Da Silva… - Proceedings of the 9th …, 2018 - dl.acm.org
Research on visual attention in 360° content is crucial to understand how people perceive
and interact with this immersive type of content and to develop efficient techniques for …

A dilated inception network for visual saliency prediction

S Yang, G Lin, Q Jiang, W Lin - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Recently, with the advent of deep convolutional neural networks (DCNN), the improvements
in visual saliency prediction research are impressive. One possible direction to approach the …

Generalizing gaze estimation with rotation consistency

Y Bao, Y Liu, H Wang, F Lu - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
Recent advances of deep learning-based approaches have achieved remarkable
performance on appearance-based gaze estimation. However, due to the shortage of target …

ScanDMM: A deep markov model of scanpath prediction for 360deg images

X Sui, Y Fang, H Zhu, S Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Scanpath prediction for 360deg images aims to produce dynamic gaze behaviors based on
the human visual perception mechanism. Most existing scanpath prediction methods for …

Aspects of visual avatar appearance: self-representation, display type, and uncanny valley

D Hepperle, CF Purps, J Deuchler, M Wölfel - The visual computer, 2022 - Springer
The visual representation of human-like entities in virtual worlds is becoming a very
important aspect as virtual reality becomes more and more “social”. The visual …