TL;DR of the paper, generated automatically.

Paper on building 3D scenes live as frames are captured, using beta kernels.

• Shape: one setting moves the kernel from soft Gaussian to flat surfel.
• Result: up to 0.8 dB higher PSNR, up to 40% less optimization time.
• Status: accepted to WACV 2027.