Apr 12, 2022 · We present Gaussian Activated neural Radiance Fields (GARF), a new positional embedding-free neural radiance field architecture - employing Gaussian ...

We provide the PyTorch implementation for training NeRF (Gaussian-based) and GARF models, along with a Colab demo for an image fitting task.

We present Gaussian Activated Neural Ra- diance Fields (GARF), a new positional embedding-free neural radiance field architecture – employing Gaussian ...

Nov 2, 2022 · We present Gaussian Activated Neural Radiance Fields (GARF), a new positional embedding-free neural radiance field architecture – employing Gaussian ...

We present Gaussian Activated Neural Radiance Fields (GARF), a new positional embedding-free neural radiance field architecture – employing Gaussian activations ...

Gaussian Activated neural Radiance Fields is presented, a new positional embedding-free neural radiance field architecture - employing Gaussian activations ...

Duration: 38:54
Posted: Oct 31, 2022

... We evaluate our method on the tasks of novel view synthesis (NVS) and camera pose estimation. For NVS, we report peak-signal-to-noise ratio (PSNR), ...

GARF was able to converge to the optimal pose, with increasingly better neural reconstruction when the number of hidden layers and the hidden units increase.

We present Gaussian Activated neural Radiance Fields (GARF), a new positional embedding-free neural radiance field architecture - employing Gaussian activations ...