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HollowNeRF: Efficient NeRF Compression by songlqiuucstao13 is a document available to read on EtoBox.

What is HollowNeRF: Efficient NeRF Compression about?

HollowNeRF is a novel compression method for hashgrid-based Neural Radiance Fields (NeRF) that enhances rendering accuracy while significantly reducing parameter usage. It introduces a trainable 3D saliency grid to prioritize visible features and employs an ADMM-based pruner to eliminate unnecessary features, achieving comparable rendering quality to existing methods like Instant-NGP with only 31% of the parameters. The approach effectively addresses the challenge of spatial sparsity in 3D scenes, improving

Author

songlqiuucstao13

Language

EN