Artificial intelligence (AI) in augmented reality (AR)-assisted manufacturing applications: a review

CK Sahu, C Young, R Rai - International journal of production …, 2021 - Taylor & Francis
Augmented reality (AR) has proven to be an invaluable interactive medium to reduce
cognitive load by bridging the gap between the task-at-hand and relevant information by …

Deep neural models for illumination estimation and relighting: A survey

F Einabadi, JY Guillemaut… - Computer Graphics Forum, 2021 - Wiley Online Library
Scene relighting and estimating illumination of a real scene for insertion of virtual objects in
a mixed‐reality scenario are well‐studied challenges in the computer vision and graphics …

Dream360: Diverse and immersive outdoor virtual scene creation via transformer-based 360 image outpainting

H Ai, Z Cao, H Lu, C Chen, J Ma, P Zhou… - IEEE transactions on …, 2024 - ieeexplore.ieee.org
360° images, with a field-of-view (FoV) of 180^∘*360^∘, provide immersive and realistic
environments for emerging virtual reality (VR) applications, such as virtual tourism, where …

Local-to-global panorama inpainting for locale-aware indoor lighting prediction

J Bai, Z He, S Yang, J Guo, Z Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Predicting panoramic indoor lighting from a single perspective image is a fundamental but
highly ill-posed problem in computer vision and graphics. To achieve locale-aware and …

MixLight: Borrowing the Best of both Spherical Harmonics and Gaussian Models

X Ji, F Zhan, S Lu, SS Huang, H Huang - arxiv preprint arxiv:2404.12768, 2024 - arxiv.org
Accurately estimating scene lighting is critical for applications such as mixed reality. Existing
works estimate illumination by generating illumination maps or regressing illumination …

Object-based illumination transferring and rendering for applications of mixed reality

D Xu, Z Li, Q Cao - The Visual Computer, 2022 - Springer
In applications of augmented reality or mixed reality, rendering virtual objects in real scenes
with consistent illumination is crucial for realistic visualization experiences. Prior learning …

Pgnn-Based Approach for Robust 3D Light Direction Estimation in Outdoor Images

M Zanardelli, M Gohari, R Leonardi… - … on Content-Based …, 2024 - ieeexplore.ieee.org
Estimating the 3D light direction from 2D outdoor images is a crucial task in computer vision,
especially useful in the context of image forgery detection. In this paper, we propose a novel …

A lightweight network for outdoor illumination estimation on mobile devices

F Ma, Y Zhan, H Gao - 2021 IEEE 7th International Conference …, 2021 - ieeexplore.ieee.org
Outdoor illumination estimation is particularly essential for augmented reality applications.
Traditionally, handcraft illumination features are used to recover outdoor illumination such …