NeRF Representation

Neural Radiance Fields (NeRFs) are implicit neural representations of 3D scenes that enable novel view synthesis from a set of input images. Current research focuses on improving NeRF efficiency for real-time applications (e.g., mobile devices), enhancing editing capabilities through techniques like point resampling and ray transformation, and integrating NeRFs with other modalities such as text and 3D object detection. These advancements are driving significant progress in areas like virtual and augmented reality, 3D modeling, and computer vision, offering more realistic and interactive 3D experiences.