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Abstract: In this paper we reexamine the process through which a Neural Radiance Field (NeRF) can be trained to produce novel LiDAR views of a scene. Unlike image applications where camera pixels ...

Thereby, we propose the Bent Ray Neural Radiance Fields (BentRay-NeRF) method for SOS image reconstruction to address the aforementioned challenges in classical SOS image reconstruction methods, such ...

Researchers at Iowa State University are creating high-resolution 3D digital twins of plants using AI-driven neural radiance ...

Create the conda environment nerf by running: conda env create -f environment.yml You will also need the LLFF code (and COLMAP) set up to compute poses if you want to run on your own real data. A ...

Researchers from AIMS and La Trobe University are currently testing the capabilities of AI developed at La Trobe called Reef-NeRF (Neural Radiance Field) and Reef-3DGS (Gaussian Splatting). The AI ...

Another promising generative AI technique is Neural Radiance Fields (NeRF), which can reconstruct 3D scenes from 2D images and have applications in robotics like the creation of novel training data.

This project implements Neural Radiance Fields (NeRF), a deep learning technique for novel view synthesis. The model reconstructs 3D scenes from a set of 2D images by learning a volumetric ...