top of page

News to help your R&D in artificial intelligence, machine learning, robotics, computer vision, smart hardware

As an Amazon Associate I earn

from qualifying purchases

Writer's picturemorrislee

Get 3D shape of object by neural reconstruction by derivatives and coarse-to-fine with Neuralangelo

Get 3D shape of object by neural reconstruction by derivatives and coarse-to-fine with Neuralangelo


Neuralangelo: High-Fidelity Neural Surface Reconstruction

arXiv paper abstract https://arxiv.org/abs/2306.03092



Neural surface reconstruction has been shown to be powerful for recovering dense 3D surfaces via image-based neural rendering.


However, current methods struggle to recover detailed structures of real-world scenes.


... present Neuralangelo, which combines the representation power of multi-resolution 3D hash grids with neural surface rendering.


Two key ingredients enable ... approach: (1) numerical gradients for computing higher-order derivatives as a smoothing operation and (2) coarse-to-fine optimization on the hash grids controlling different levels of details.


... without auxiliary inputs such as depth, Neuralangelo can ... recover ... 3D surface ... from multi-view images with fidelity significantly surpassing previous methods, enabling detailed large-scale scene reconstruction from RGB video captures.



Please like and share this post if you enjoyed it using the buttons at the bottom!


Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact

Web site with my other posts by category https://morrislee1234.wixsite.com/website



16 views0 comments

댓글


ClickBank paid link

bottom of page