Browsing by Subject "Computing methodologies --> Neural networks"

Now showing items 1-2 of 2

    • NeRF-Tex: Neural Reflectance Field Textures 

      Baatz, Hendrik; Granskog, Jonathan; Papas, Marios; Rousselle, Fabrice; Novák, Jan (The Eurographics Association, 2021)
      We investigate the use of neural fields for modeling diverse mesoscale structures, such as fur, fabric, and grass. Instead of using classical graphics primitives to model the structure, we propose to employ a versatile ...

    • Real-time Monte Carlo Denoising with Weight Sharing Kernel Prediction Network 

      Fan, Hangming; Wang, Rui; Huo, Yuchi; Bao, Hujun (The Eurographics Association and John Wiley & Sons Ltd., 2021)
      Real-time Monte Carlo denoising aims at removing severe noise under low samples per pixel (spp) in a strict time budget. Recently, kernel-prediction methods use a neural network to predict each pixel's filtering kernel and ...