Random-Access Neural Compression of Material Textures | NVIDIA Research Paper
Did you know your image could maintain 16X more texels when compressed?
#NVIDIAResearch technical paper: Neural texture compression can substantially increase the realism of 3D scenes… by capturing sharper detail than previous formats without taking up additional GPU memory.
This work introduces a neural compression technique for mipmapped material texture sets, offering significantly better compression than BCx at comparable quality and even surpassing entropy-coded AVIF and JPEG XL at low bitrates. Our method uses small, optimized neural networks for efficient compression, real-time decompression, and random access on GPUs.
Learn more about neural compression of material textures at #SIGGRAPH2023.
NVIDIA at SIGGRAPH: https://nvda.ws/46WHxeB
#siggraph #siggraph2023
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