Presentation / Installation


Random-access Neural Compression of Material Textures
DescriptionThis 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.
Event Type
Technical Paper
TimeSunday, 6 August 20236pm - 8:30pm PDT
LocationWest Hall B
ACM Digital Library Technical Papers pdfs
Session Time & Location
Sunday, 6 August 20236pm - 8:30pm PDTWest Hall B
Wednesday, 9 August 20239am - 10:30am PDTPetree Hall D
Interest Areas
Production & Animation
Research & Education
Recordings
Livestreamed
Recorded
Keywords
Animation/Simulation
Artificial Intelligence/Machine Learning
Image Processing
Modeling
Rendering
Video
Virtual Reality
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