How to Combine with Nerf?

JOP-Lee / READ

AAAI2023，implementation of "READ: Large-Scale Neural Scene Rendering for Autonomous Driving", the experimental results are significantly better than Nerf-based methods

https://github.com/JOP-Lee/READ-Large-Scale-Neural-Scene-Rendering-for-Autonomous-Driving

GNU General Public License v2.0

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How to Combine with Nerf? #39

Closed xiepeter closed 1 year ago

xiepeter commented 1 year ago

It seems that the pipeline is neural rendering with classic rasterization procedure and optimization on the memory & GPU. It is great job! I am wondering if it is possible to combine with nerf idea?because it appears to be hard if doing sampling and calculating density or RGB. Is it possible to build Grid-like(sparse voxel ) structure in READ? or get some idea like block-nerf? thank u very much~~

JOP-Lee commented 1 year ago

Good idea, in fact we are also thinking about how to integrate Nerf, if you have any ideas, we can discuss or collaborate together.