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Global Structure-From-Motion Enhanced Neural Radiance Fields 3D Reconstruction [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information SciencesUrban three-dimensional modeling involves digitizing geographical elements such as urban ground and architecture, profoundly impacting urban management, planning, and development.
T. Ye, H. Huang, Y. Liu, J. Yang
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Neural Radiance Fields for High-Resolution Remote Sensing Novel View Synthesis
Remote Sensing, 2023 Remote sensing images play a crucial role in remote sensing target detection and 3D remote sensing modeling, and the enhancement of resolution holds significant application implications.
Junwei Lv +4 more
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Appearance Enhancement and Semantic Segmentation-based Neural Radiance Fields [PDF]
Jisuanji kexueThe accelerated advancement of deep learning has notably propelled 3D reconstruction techniques within the field of computer vision.NeRFs have become an essential methodology due to their adeptness at scene modeling and superior view synthesis.However ...
CAO Mingwei, HUANG Baolong, ZHAO Haifeng
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PyNeRF: Pyramidal Neural Radiance Fields
Advances in Neural Information Processing Systems 36, 2023 Neural Radiance Fields (NeRFs) can be dramatically accelerated by spatial grid representations. However, they do not explicitly reason about scale and so introduce aliasing artifacts when reconstructing scenes captured at different camera distances. Mip-NeRF and its extensions propose scale-aware renderers that project volumetric frustums rather than ...
Haithem Turki +3 more
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Loc-NeRF: Monte Carlo Localization using Neural Radiance Fields [PDF]
, 2022 We present Loc-NeRF, a real-time vision-based robot localization approach that combines Monte Carlo localization and Neural Radiance Fields (NeRF). Our system uses a pre-trained NeRF model as the map of an environment and can localize itself in real-time
Mario, Courtney +4 more
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, 2023 International audienceIn this paper we present a hardware and software framework for Neural Scanning of household objects using Neural Radiance Fields (NeRF).
Caron, Guillaume +5 more
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Locally Stylized Neural Radiance Fields
2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023 ICCV ...
Hong-Wing Pang +2 more
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NEURAL RADIANCE FIELDS (NERF): REVIEW AND POTENTIAL APPLICATIONS TO DIGITAL CULTURAL HERITAGE [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023 Neural Radiance Fields (NeRF or NeRFs) are to date emerging as a novel method for synthesizing novel views of complex 3D scenes, leveraging an artificial neural network to optimize a volumetric scene function using a set of input views.
V. Croce +4 more
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Hallucinated Neural Radiance Fields in the Wild
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 Accepted by CVPR 2022. Project website: https://rover-xingyu.github.io/Ha-NeRF/
Xingyu Chen +6 more
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nerf2nerf: Pairwise Registration of Neural Radiance Fields [PDF]
, 2022 We introduce a technique for pairwise registration of neural fields that extends classical optimization-based local registration (i.e. ICP) to operate on Neural Radiance Fields (NeRF) -- neural 3D scene representations trained from collections of ...
Sabour, Sara +4 more
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