23 citations · 28 across the 7 of their papers we have counts for
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cs.CV2022
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…
cs.CV2022★ 23 cited
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…
cs.CV2022
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…