Visualization and visual analytics approaches for image and video datasets: A survey

S Afzal, S Ghani, MM Hittawe, SF Rashid… - ACM Transactions on …, 2023 - dl.acm.org
Image and video data analysis has become an increasingly important research area with
applications in different domains such as security surveillance, healthcare, augmented and …

Hyperreel: High-fidelity 6-dof video with ray-conditioned sampling

B Attal, JB Huang, C Richardt… - Proceedings of the …, 2023 - openaccess.thecvf.com
Volumetric scene representations enable photorealistic view synthesis for static scenes and
form the basis of several existing 6-DoF video techniques. However, the volume rendering …

3d scene geometry estimation from 360 imagery: A survey

TLT da Silveira, PGL Pinto… - ACM Computing …, 2022 - dl.acm.org
This article provides a comprehensive survey on pioneer and state-of-the-art 3D scene
geometry estimation methodologies based on single, two, or multiple images captured …

360monodepth: High-resolution 360deg monocular depth estimation

M Rey-Area, M Yuan… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Abstract 360deg cameras can capture complete environments in a single shot, which makes
360deg imagery alluring in many computer vision tasks. However, monocular depth …

MatryODShka: Real-time 6DoF video view synthesis using multi-sphere images

B Attal, S Ling, A Gokaslan, C Richardt… - European Conference on …, 2020 - Springer
We introduce a method to convert stereo 360^ ∘ (omnidirectional stereo) imagery into a
layered, multi-sphere image representation for six degree-of-freedom (6DoF) rendering …

Fov-nerf: Foveated neural radiance fields for virtual reality

N Deng, Z He, J Ye, B Duinkharjav… - … on Visualization and …, 2022 - ieeexplore.ieee.org
Virtual Reality (VR) is becoming ubiquitous with the rise of consumer displays and
commercial VR platforms. Such displays require low latency and high quality rendering of …

Omniphotos: casual 360 vr photography

T Bertel, M Yuan, R Lindroos, C Richardt - ACM Transactions on …, 2020 - dl.acm.org
Virtual reality headsets are becoming increasingly popular, yet it remains difficult for casual
users to capture immersive 360° VR panoramas. State-of-the-art approaches require …

VR content creation and exploration with deep learning: A survey

M Wang, XQ Lyu, YJ Li, FL Zhang - Computational Visual Media, 2020 - Springer
Virtual reality (VR) offers an artificial, computer generated simulation of a real life
environment. It originated in the 1960s and has evolved to provide increasing immersion …

Deep multi depth panoramas for view synthesis

KE Lin, Z Xu, B Mildenhall, PP Srinivasan… - … on Computer Vision, 2020 - Springer
We propose a learning-based approach for novel view synthesis for multi-camera 360^ ∘∘
panorama capture rigs. Previous work constructs RGBD panoramas from such data …

Egocentric scene reconstruction from an omnidirectional video

H Jang, A Meuleman, D Kang, D Kim… - ACM Transactions on …, 2022 - dl.acm.org
Omnidirectional videos capture environmental scenes effectively, but they have rarely been
used for geometry reconstruction. In this work, we propose an egocentric 3D reconstruction …