Neuda: Neural deformable anchor for high-fidelity implicit surface reconstruction

B Cai, J Huang, R Jia, C Lv… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
This paper studies implicit surface reconstruction leveraging differentiable ray casting.
Previous works such as IDR and NeuS overlook the spatial context in 3D space when …

Intrinsicngp: Intrinsic coordinate based hash encoding for human nerf

B Peng, J Hu, J Zhou, X Gao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recently, many works have been proposed to utilize the neural radiance field for novel view
synthesis of human performers. However, most of these methods require hours of training …

FastMESH: Fast Surface Reconstruction by Hexagonal Mesh-based Neural Rendering

Y Zhang, J Zhu, L Lin - arXiv preprint arXiv:2305.17858, 2023 - arxiv.org
Despite the promising results of multi-view reconstruction, the recent neural rendering-
based methods, such as implicit surface rendering (IDR) and volume rendering (NeuS), not …

Field Robot for High-throughput and High-resolution 3D Plant Phenotyping

F Esser, RA Rosu, A Cornelißen, L Klingbeil… - arXiv preprint arXiv …, 2023 - arxiv.org
With the need to feed a growing world population, the efficiency of crop production is of
paramount importance. To support breeding and field management, various characteristics …

Hexagonal Mesh-Based Neural Rendering for Real-Time Rendering and Fast Reconstruction

Y Zhang, J Zhu, L Lin - Available at SSRN 4873015 - papers.ssrn.com
Although recent neural rendering-based methods can achieve high-quality geometry and
realistic rendering results in multi-view reconstruction, they incur a heavy computational …