E-NeRF: Neural Radiance Fields From a Moving Event Camera
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2023.3240646
Abstract: Estimating neural radiance fields (NeRFs) from “ideal” images has been extensively studied in the computer vision community. Most approaches assume optimal illumination and slow camera motion. These assumptions are often violated in robotic applications, where… read more here.
Keywords: moving event; neural radiance; camera; event ... See more keywords
Neural Radiance Fields from Sparse RGB-D Images for High-Quality View Synthesis.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2022.3232502
Abstract: The recently proposed neural radiance fields (NeRF) use a continuous function formulated as a multi-layer perceptron (MLP) to model the appearance and geometry of a 3D scene. This enables realistic synthesis of novel views, even… read more here.
Keywords: rgb images; quality; neural radiance; synthesis ... See more keywords
NeRFFaceLighting: Implicit and Disentangled Face Lighting Representation Leveraging Generative Prior in Neural Radiance Fields
Sign Up to like & getrecommendations! Published in 2023 at "ACM Transactions on Graphics"
DOI: 10.1145/3597300
Abstract: 3D-aware portrait lighting control is an emerging and promising domain thanks to the recent advance of generative adversarial networks and neural radiance fields. Existing solutions typically try to decouple the lighting from the geometry and… read more here.
Keywords: neural radiance; control; lighting representation; radiance fields ... See more keywords