This suggests that there is significant potential for innovation in exploring and applying the use of MLP within this field. In this study, we used a multilayer perceptron (MLP), a feed-forward ...

rendering views from a trained NeRF requires querying a multilayer perceptron (MLP) hundreds of times per ray. We present a method to train a NeRF, then precompute and store (i.e., “bake”) it as a ...

What Are Neural Radiance Fields? A Neural Radiance Field (NeRF) is a recent advancement in deep learning that reconstructs a 3D scene from a collection of 2D images. It essentially allows a user ...

While most existing methods directly compress the light field views, our method first learns a Multi-Layer Perceptron (MLP)-based Neural Radiance Field (NeRF) from the input views. To be able to ...

New research developed at Adobe is offering the first viable and effective deepfakes method based on Neural Radiance Fields ... accomplishes this with a deformation field prior that's calculated from ...

Hyperspectral images of leaves were collected in the laboratory by a benchtop system (380–1,000 nm) and in the field by a UAV-based imaging ... (Xiao et al., 2014). A neural network multilayer ...