April 23, 2024
Dzung Dinh '24 will present "Application of Neural Radiance Field Single-object 3D Reconstruction Algorithms for Volume Estimation". Everyone welcome to attend. Free pizza.
This study explores Neural Radiance Fields (NeRF) for accurate volume estimation from photographs in uncontrolled settings, employing PixelNeRF for depth maps and space carving techniques for computing volume. Testing on synthetic and Stanford Cars datasets reveals robustness and precision, showcasing NeRF's potential to advance nutritional management and other applications.