Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes

1 min read Original article ↗

Results on the Dynamic Scene Dataset

Below you will find videos of our results on the Nvidia Dynamic Scene Dataset [Yoon et al. 2020], along with baselines comparisons.
Click "play all" button in each part for better visualization.

Balloon1

Balloon1

Space-time view synthesis on scene Balloon1

Balloon2

Balloon2

Space-time view synthesis on scene Balloon2

DynamicFace

Dynamic Face

Space-time view synthesis on scene Dynamic Face

Jumping

Jumping

Space-time view synthesis on scene Jumping

Playground

Playground

Space-time view synthesis on scene Playground

Skating

Skating

Space-time view synthesis on scene Skating

Truck

Truck

Space-time view synthesis on scene Truck

Umbrella

Umbrella

Space-time view synthesis on scene Umbrella

Comparison with 3D Photo

Comparison with 3D Photo

A gallery of results comparing with 3D Photography using Context-aware Layered Depth Inpainting (3D Photo) [Shih et al 2020]

Comparison with NeRF

Comparison with NeRF

A gallery of results comparing with Neural Radiance Fields (NeRF) [Mildenhall et al 2020]

Comparison with CVD

Comparison with CVD

A gallery of results comparing with Consistent Video Depth Estimation (CVD) [Luo et al 2020]