Neural Radiance Field-based Visual Rendering: A Comprehensive Review

M Yao, Y Huo, Y Ran, Q Tian, R Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
In recent years, Neural Radiance Fields (NeRF) has made remarkable progress in the field
of computer vision and graphics, providing strong technical support for solving key tasks …

Fast sun-aligned outdoor scene relighting based on tensorf

Y Chang, Y Kim, S Seo, J Yi… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
In this work, we introduce our method of outdoor scene relighting for Neural Radiance Fields
(NeRF) named Sun-aligned Relighting TensoRF (SR-TensoRF). SR-TensoRF offers a …

Retr: Modeling rendering via transformer for generalizable neural surface reconstruction

Y Liang, H He, Y Chen - Advances in Neural Information …, 2024 - proceedings.neurips.cc
Generalizable neural surface reconstruction techniques have attracted great attention in
recent years. However, they encounter limitations of low confidence depth distribution and …

Localised-NeRF: Specular Highlights and Colour Gradient Localising in NeRF

D Selvaratnam, D Bazazian - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
Abstract Neural Radiance Field (NeRF) based systems predominantly operate within the
RGB (Red Green and Blue) space; however the distinctive capability of the HSV (Hue …

Feature radiance fields (FeRF): A multi-level feature fusion method with deep neural network for image synthesis

J Chen, X Yu, C Wu, X Tian, K Xu - Applied Soft Computing, 2024 - Elsevier
Abstract Neural Radiance Field (NeRF) has brought revolutionary changes to the field of
image synthesis with its unique ability to generate highly realistic multi-view consistent …

EMIE-MAP: Large-Scale Road Surface Reconstruction Based on Explicit Mesh and Implicit Encoding

W Wu, Q Wang, G Wang, J Wang, T Zhao, Y Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
Road surface reconstruction plays a vital role in autonomous driving systems, enabling road
lane perception and high-precision mapping. Recently, neural implicit encoding has …

CarPatch: A Synthetic Benchmark for Radiance Field Evaluation on Vehicle Components

D Di Nucci, A Simoni, M Tomei, L Ciuffreda… - … Conference on Image …, 2023 - Springer
Abstract Neural Radiance Fields (NeRFs) have gained widespread recognition as a highly
effective technique for representing 3D reconstructions of objects and scenes derived from …

Reconstruction of Neural Radiance Fields With Vivid Scenes in the Metaverse

W Jing, S Wang, W Zhang, C Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the rapid development of the metaverse, AR/VR technology and consumer electronics
have emerged as crucial drivers for future virtual experiences. In this context, realistic 3D …

Geometric-Aware Facial Landmark Emotion Recognition

Q Zhang, Z Wang, Y Liu, Z Qin… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Emotion recognition is crucial for enhancing human-computer interaction. While traditional
approaches largely depend on RGB images, our proposed Geometric-Aware Facial …

Jump-NERF: An Approach to Removing Glare and Pseudo Shadows Caused by Glass in Architectural Spaces

T Chen, Q Yang, Y Chen - 2023 China Automation Congress …, 2023 - ieeexplore.ieee.org
considering the optical factors of glass specular reflections on NERF (Neural Radiance
Fields) rendering, this article focuses on optimizing NERF technology in the aspect of glass …