NeRF Scene

NeRF (Neural Radiance Field) scenes represent 3D environments as neural networks, enabling novel view synthesis and scene manipulation from a set of input images. Current research focuses on improving efficiency, particularly through architecture search and latent space manipulation, as well as enhancing controllability via text prompts, diffusion models, and multi-view consistency methods for tasks like inpainting and editing. These advancements are significant for applications ranging from 3D modeling and animation to virtual and augmented reality experiences, offering more efficient and realistic scene generation and manipulation.

Papers