3DGS Ellipse Viewer

Per-view 2D ellipse comparisons across 9 Mip-NeRF 360 scenes.

Each Mip-NeRF 360 scene compares COLMAP init against trained model in a fixed 3x2 layout: point clouds, ellipses, and rendered images.

Columns

COLMAP init | Trained model

Rows

Point clouds | Ellipses | Rendered

Dataset

9 scenes from Mip-NeRF 360

Scene

Bicycle

bicycle

View Assets

COLMAP init

Trained model

Point Clouds

bicycle COLMAP init Point Clouds — COLMAP init · Point Cloudsassets/scenes/bicycle/colmap_point_clouds.png

bicycle Trained model Point Clouds — Trained model · Point Cloudsassets/scenes/bicycle/trained_point_clouds.png

Ellipses

bicycle COLMAP init Ellipses — COLMAP init · Ellipsesassets/scenes/bicycle/colmap_ellipses.png

bicycle Trained model Ellipses — Trained model · Ellipsesassets/scenes/bicycle/trained_ellipses.png

Rendered

bicycle COLMAP init Rendered — COLMAP init · Renderedassets/scenes/bicycle/colmap_rendered.png

bicycle Trained model Rendered — Trained model · Renderedassets/scenes/bicycle/trained_rendered.png

Scene

Bonsai

bonsai

View Assets

COLMAP init

Trained model

Point Clouds

bonsai COLMAP init Point Clouds — COLMAP init · Point Cloudsassets/scenes/bonsai/colmap_point_clouds.png

bonsai Trained model Point Clouds — Trained model · Point Cloudsassets/scenes/bonsai/trained_point_clouds.png

Ellipses

bonsai COLMAP init Ellipses — COLMAP init · Ellipsesassets/scenes/bonsai/colmap_ellipses.png

bonsai Trained model Ellipses — Trained model · Ellipsesassets/scenes/bonsai/trained_ellipses.png

Rendered

bonsai COLMAP init Rendered — COLMAP init · Renderedassets/scenes/bonsai/colmap_rendered.png

bonsai Trained model Rendered — Trained model · Renderedassets/scenes/bonsai/trained_rendered.png

Scene

Counter

counter

View Assets

COLMAP init

Trained model

Point Clouds

counter COLMAP init Point Clouds — COLMAP init · Point Cloudsassets/scenes/counter/colmap_point_clouds.png

counter Trained model Point Clouds — Trained model · Point Cloudsassets/scenes/counter/trained_point_clouds.png

Ellipses

counter COLMAP init Ellipses — COLMAP init · Ellipsesassets/scenes/counter/colmap_ellipses.png

counter Trained model Ellipses — Trained model · Ellipsesassets/scenes/counter/trained_ellipses.png

Rendered

counter COLMAP init Rendered — COLMAP init · Renderedassets/scenes/counter/colmap_rendered.png

counter Trained model Rendered — Trained model · Renderedassets/scenes/counter/trained_rendered.png

Scene

Flowers

flowers

View Assets

COLMAP init

Trained model

Point Clouds

flowers COLMAP init Point Clouds — COLMAP init · Point Cloudsassets/scenes/flowers/colmap_point_clouds.png

flowers Trained model Point Clouds — Trained model · Point Cloudsassets/scenes/flowers/trained_point_clouds.png

Ellipses

flowers COLMAP init Ellipses — COLMAP init · Ellipsesassets/scenes/flowers/colmap_ellipses.png

flowers Trained model Ellipses — Trained model · Ellipsesassets/scenes/flowers/trained_ellipses.png

Rendered

flowers COLMAP init Rendered — COLMAP init · Renderedassets/scenes/flowers/colmap_rendered.png

flowers Trained model Rendered — Trained model · Renderedassets/scenes/flowers/trained_rendered.png

Scene

Garden

garden

View Assets

COLMAP init

Trained model

Point Clouds

garden COLMAP init Point Clouds — COLMAP init · Point Cloudsassets/scenes/garden/colmap_point_clouds.png

garden Trained model Point Clouds — Trained model · Point Cloudsassets/scenes/garden/trained_point_clouds.png

Ellipses

garden COLMAP init Ellipses — COLMAP init · Ellipsesassets/scenes/garden/colmap_ellipses.png

garden Trained model Ellipses — Trained model · Ellipsesassets/scenes/garden/trained_ellipses.png

Rendered

garden COLMAP init Rendered — COLMAP init · Renderedassets/scenes/garden/colmap_rendered.png

garden Trained model Rendered — Trained model · Renderedassets/scenes/garden/trained_rendered.png

Scene

Kitchen

kitchen

View Assets

COLMAP init

Trained model

Point Clouds

kitchen COLMAP init Point Clouds — COLMAP init · Point Cloudsassets/scenes/kitchen/colmap_point_clouds.png

kitchen Trained model Point Clouds — Trained model · Point Cloudsassets/scenes/kitchen/trained_point_clouds.png

Ellipses

kitchen COLMAP init Ellipses — COLMAP init · Ellipsesassets/scenes/kitchen/colmap_ellipses.png

kitchen Trained model Ellipses — Trained model · Ellipsesassets/scenes/kitchen/trained_ellipses.png

Rendered

kitchen COLMAP init Rendered — COLMAP init · Renderedassets/scenes/kitchen/colmap_rendered.png

kitchen Trained model Rendered — Trained model · Renderedassets/scenes/kitchen/trained_rendered.png

Scene

Room

room

View Assets

COLMAP init

Trained model

Point Clouds

room COLMAP init Point Clouds — COLMAP init · Point Cloudsassets/scenes/room/colmap_point_clouds.png

room Trained model Point Clouds — Trained model · Point Cloudsassets/scenes/room/trained_point_clouds.png

Ellipses

room COLMAP init Ellipses — COLMAP init · Ellipsesassets/scenes/room/colmap_ellipses.png

room Trained model Ellipses — Trained model · Ellipsesassets/scenes/room/trained_ellipses.png

Rendered

room COLMAP init Rendered — COLMAP init · Renderedassets/scenes/room/colmap_rendered.png

room Trained model Rendered — Trained model · Renderedassets/scenes/room/trained_rendered.png

Scene

Stump

stump

View Assets

COLMAP init

Trained model

Point Clouds

stump COLMAP init Point Clouds — COLMAP init · Point Cloudsassets/scenes/stump/colmap_point_clouds.png

stump Trained model Point Clouds — Trained model · Point Cloudsassets/scenes/stump/trained_point_clouds.png

Ellipses

stump COLMAP init Ellipses — COLMAP init · Ellipsesassets/scenes/stump/colmap_ellipses.png

stump Trained model Ellipses — Trained model · Ellipsesassets/scenes/stump/trained_ellipses.png

Rendered

stump COLMAP init Rendered — COLMAP init · Renderedassets/scenes/stump/colmap_rendered.png

stump Trained model Rendered — Trained model · Renderedassets/scenes/stump/trained_rendered.png

Scene

Treehill

treehill

View Assets

COLMAP init

Trained model

Point Clouds

treehill COLMAP init Point Clouds — COLMAP init · Point Cloudsassets/scenes/treehill/colmap_point_clouds.png

treehill Trained model Point Clouds — Trained model · Point Cloudsassets/scenes/treehill/trained_point_clouds.png

Ellipses

treehill COLMAP init Ellipses — COLMAP init · Ellipsesassets/scenes/treehill/colmap_ellipses.png

treehill Trained model Ellipses — Trained model · Ellipsesassets/scenes/treehill/trained_ellipses.png

Rendered

treehill COLMAP init Rendered — COLMAP init · Renderedassets/scenes/treehill/colmap_rendered.png

treehill Trained model Rendered — Trained model · Renderedassets/scenes/treehill/trained_rendered.png