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A neural radiance field (NeRF) is a method based on deep learning for reconstructing a three-dimensional representation of a scene from two-dimensional images. The NeRF model enables downstream applications of novel view synthesis, scene geometry reconstruction, and obtaining the reflectance properties of the scene.
The paper introduced several creative ideas to the field of novel-view generation, towards improving the speed and quality of generation, especially over Neural Radiance Field based approaches. For the first time, anisotropic 3D Gaussians were used to represent radiance fields. A new optimization method was introduced.
Neural modeling field (NMF) is a mathematical framework for machine learning which combines ideas from neural networks, fuzzy logic, and model based recognition. It has also been referred to as modeling fields , modeling fields theory (MFT), Maximum likelihood artificial neural networks (MLANS).
Gaussian splatting model of a collapsed building taken from drone footage. 3D Gaussian splatting is a technique used in the field of real-time radiance field rendering. [3] It enables the creation of high-quality real-time novel-view scenes by combining multiple photos or videos, addressing a significant challenge in the field.
In computer graphics, view synthesis, or novel view synthesis, is a task which consists of generating images of a specific subject or scene from a specific point of view, when the only available information is pictures taken from different points of view.
The term light field was coined by Andrey Gershun in a classic 1936 paper on the radiometric properties of light in three-dimensional space. The term "radiance field" may also be used to refer to similar, or identical [2] concepts. The term is used in modern research such as neural radiance fields
Jessica Leeds . Her account: More than 30 years ago, Leeds was traveling for work when she sat next to Trump on a flight to New York. Leeds, who is now 74, told The New York Times that she and Trump spoke for a bit, then about 45 minutes into the flight he lifted the armrest between them and began to grab her breasts and put his hand up her skirt.
Neural radiance field; Transformer. Vision; Mamba; Spiking neural network ... Huawei's MindSpore 2.3.RC1 was released to open source community with Foundation Model ...