Improving Neural Radiance Fields Using Near-Surface Sampling with Point Cloud Generation.
Hye Bin YooHyunmin HanSung Soo HwangIl Yong ChunPublished in: Neural Process. Lett. (2024)
Keyphrases
- point cloud
- surface reconstruction
- point cloud data
- laser scanner
- object surface
- normal vectors
- triangular mesh
- reconstructed surface
- visual hull
- structure from motion
- icp algorithm
- multi view stereo
- implicit surfaces
- point sets
- laplace beltrami
- stereo camera
- neural network
- smooth surfaces
- surface normals
- surface model
- three dimensional
- hough transform
- computer vision
- reconstruction method
- photorealistic
- iterative closest point
- machine learning
- shape recovery
- range data
- d objects