23 citations · 28 across the 7 of their papers we have counts for
7 papers
HFGaussian: Learning Generalizable Gaussian Human with Integrated Human Features
Arnab Dey, Cheng-You Lu, Andrew I. Comport +3
Recent advancements in radiance field rendering show promising results in 3D scene representation, where Gaussian splatting-based techniques emerge as state-of-the-art due to their…
GHNeRF: Learning Generalizable Human Features with Efficient Neural Radiance Fields
Arnab Dey, Di Yang, Rohith Agaram +4
Recent advances in Neural Radiance Fields (NeRF) have demonstrated promising results in 3D scene representations, including 3D human representations. However, these representations…
HFNeRF: Learning Human Biomechanic Features with Neural Radiance Fields
Arnab Dey, Di Yang, Antitza Dantcheva +1
In recent advancements in novel view synthesis, generalizable Neural Radiance Fields (NeRF) based methods applied to human subjects have shown remarkable results in generating nove…
DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
Cheng-You Lu, Peisen Zhou, Angela Xing +8
Advances in neural fields are enabling high-fidelity capture of the shape and appearance of dynamic 3D scenes. However, their capabilities lag behind those offered by conventional…
PNeRF: Probabilistic Neural Scene Representations for Uncertain 3D Visual Mapping
Yassine Ahmine, Arnab Dey, Andrew I. Comport
Recently neural scene representations have provided very impressive results for representing 3D scenes visually, however, their study and progress have mainly been limited to visua…
Mip-NeRF RGB-D: Depth Assisted Fast Neural Radiance Fields
Arnab Dey, Yassine Ahmine, Andrew I. Comport
Neural scene representations, such as Neural Radiance Fields (NeRF), are based on training a multilayer perceptron (MLP) using a set of color images with known poses. An increasing…
RGB-D Neural Radiance Fields: Local Sampling for Faster Training
Arnab Dey, Andrew I. Comport
Learning a 3D representation of a scene has been a challenging problem for decades in computer vision. Recent advances in implicit neural representation from images using neural ra…