Integrate numerical gradients in Neus based on the paper of Neuralangelo

bennyguo / instant-nsr-pl

Neural Surface reconstruction based on Instant-NGP. Efficient and customizable boilerplate for your research projects. Train NeuS in 10min!

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Integrate numerical gradients in Neus based on the paper of Neuralangelo #84

Closed xiaohulihutu closed 1 year ago

xiaohulihutu commented 1 year ago

Hi there,

Just found this paper, do you have any plan to optimize the analytical gradient to the numerical gradient? This should help minimize the cavity issue.

https://d1qx31qr3h6wln.cloudfront.net/publications/Li_Neuralangelo_High-Fidelity_Neural_Surface_Reconstruction_CVPR_2023_paper.pdf

bennyguo commented 1 year ago

Same as https://github.com/bennyguo/instant-nsr-pl/issues/83. I'll integrate this feature soon after some experiments.

xiaohulihutu commented 1 year ago

Yep, I just saw #83, i will close this for now and check update on 83