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Neural radiance field-based visual rendering: a comprehensive review
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 …
of computer vision and graphics, providing strong technical support for solving key tasks …
Waterf: Robust watermarks in radiance fields for protection of copyrights
The advances in the Neural Radiance Fields (NeRF) research offer extensive applications in
diverse domains but protecting their copyrights has not yet been researched in depth …
diverse domains but protecting their copyrights has not yet been researched in depth …
Protecting nerfs' copyright via plug-and-play watermarking base model
Abstract Neural Radiance Fields (NeRFs) have become a key method for 3D scene
representation. With the rising prominence and influence of NeRF, safeguarding its …
representation. With the rising prominence and influence of NeRF, safeguarding its …
Geometrysticker: Enabling ownership claim of recolorized neural radiance fields
Remarkable advancements in the recolorization of Neural Radiance Fields (NeRF) have
simplified the process of modifying NeRF's color attributes. Yet, with the potential of NeRF to …
simplified the process of modifying NeRF's color attributes. Yet, with the potential of NeRF to …
StegaNeRV: Video Steganography using Implicit Neural Representation
Numerous studies have recently advanced the state-of-the art for representing videos
through an implicit neural network (INR). As these models become increasingly ubiquitous …
through an implicit neural network (INR). As these models become increasingly ubiquitous …
Imaging interiors: An implicit solution to electromagnetic inverse scattering problems
Abstract Electromagnetic Inverse Scattering Problems (EISP) have gained wide applications
in computational imaging. By solving EISP, the internal relative permittivity of the scatterer …
in computational imaging. By solving EISP, the internal relative permittivity of the scatterer …
Geometry cloak: Preventing tgs-based 3d reconstruction from copyrighted images
Single-view 3D reconstruction methods like Triplane Gaussian Splatting (TGS) have
enabled high-quality 3D model generation from just a single image input within seconds …
enabled high-quality 3D model generation from just a single image input within seconds …
Marknerf: Watermarking for neural radiance field
L Chen, J Liu, Y Ke, W Sun, W Dong, X Pan - arxiv preprint arxiv …, 2023 - arxiv.org
A watermarking algorithm is proposed in this paper to address the copyright protection issue
of implicit 3D models. The algorithm involves embedding watermarks into the images in the …
of implicit 3D models. The algorithm involves embedding watermarks into the images in the …
Hiding functions within functions: Steganography by implicit neural representations
J Liu, P Luo, Y Ke - arxiv preprint arxiv:2312.04743, 2023 - arxiv.org
Deep steganography utilizes the powerful capabilities of deep neural networks to embed
and extract messages, but its reliance on an additional message extractor limits its practical …
and extract messages, but its reliance on an additional message extractor limits its practical …
Gs-hider: Hiding messages into 3d gaussian splatting
3D Gaussian Splatting (3DGS) has already become the emerging research focus in the
fields of 3D scene reconstruction and novel view synthesis. Given that training a 3DGS …
fields of 3D scene reconstruction and novel view synthesis. Given that training a 3DGS …