Click any clip to enlarge it.
A chair with moss spreading over its surface. Frozen TRELLIS.2 changes the texture abruptly from one moment to the next, while our method keeps the moss growing smoothly, as in the video.
“Moss spreads and darkens”
| Reference video | Novel view #1 | Novel view #2 |
|---|---|---|
| DynaMesh (ours) | ||
| Frozen TRELLIS.2 | ||
Four more objects, each driven by a different effect. The effect holds at viewpoints unseen in training despite being fit to a single camera.
“Iridescence sweeps over the surface”
| Reference video | Supervised view | Novel view #1 | Novel view #2 |
|---|---|---|---|
“Scorch spreads and chars”
| Reference video | Supervised view | Novel view #1 | Novel view #2 |
|---|---|---|---|
“Terracotta dries and lightens”
| Reference video | Supervised view | Novel view #1 | Novel view #2 |
|---|---|---|---|
“Verdigris creeps over the bronze”
| Reference video | Supervised view | Novel view #1 | Novel view #2 |
|---|---|---|---|
Every method on an object whose parts are thin and separated. The baselines that build their own geometry lose the leaves, so their effect is carried on a shape that is no longer the input one, whereas our method changes only appearance and keeps the underlying geometry the same.
“Petal effect with leaves turning crimson and gold”
| Reference video | Supervised view | Novel view #1 | Novel view #2 |
|---|---|---|---|
| DynaMesh (ours) | |||
| Frozen TRELLIS.2 | |||
| MeshNCA | |||
| L4GM | |||
| SV4D 2.0 | |||
| DG4D | |||
A second reference video, generated from the last frame of the first, continues the same effect, so a progression that does not fit in one clip can be carried across several. The cracks spread over the metal unicorn in the first clip and heat to glowing amber in the second.
| Reference video (clip 1) | Our result (clip 1) | Reference video (clip 2) | Our result (clip 2) |
|---|---|---|---|
| DynaMesh: Dynamic 3D Texture Generation | Additional Results |