Volumetric Data News
The latest Volumetric Data coverage curated for game developers.
EVOLVE: Efficient Learned Volume Compression with Variable-Rate Encoding on a Cross-Domain Database
A new learned volume-compression system called EVOLVE targets high compression ratios for scientific simulation data without the per-volume tuning cost of implicit neural methods. Built around an autoencoder and variable-rate …
Research
arXiv cs.GR
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2 months ago
Lossless-INR: Lossless Volumetric Implicit Neural Representations
Lossless-INR turns volumetric neural representations into exact reconstruction instead of “close enough” compression. The method decomposes voxel values into bit-planes, then learns each bit as a binary classification problem. For …
Research
arXiv cs.GR
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2 months ago