Gaussian Splatting Basics

What is Gaussian Splatting?

Gaussian splatting is a way to turn real-world capture into a photorealistic 3D scene. It is often called 3DGS, Gaussian splats, gsplats, or 3D splatting. The useful result is a scene people can open, move through, and understand in a viewer or published tour.

A captured room reconstructed into Gaussian splats and prepared as a browser tour

Capture

Video, 360 footage, photos, drone media

Reconstruct

Camera poses plus optimized splats

Publish

Viewer, guided tour, embed, CTA

Short answer

A captured scene, rendered from splats

The plain-language version: Gaussian splatting uses captured views to build a 3D scene made of many small colored splats. That scene can then be opened in software, reviewed, optimized, and published as a tour.

What it is

A way to represent a captured scene with many small colored Gaussian primitives.

Why people use it

It can make real spaces feel more photographic and walkable than flat images.

What still matters

Capture quality, file size, mobile performance, and the published viewer experience.

Terminology

Gaussian splatting, 3DGS, Gaussian splats, gsplats, and 3D splatting

Search results use several names for the same family of scene reconstruction and rendering workflows. These terms usually differ by audience, not by a completely separate product category.

TermWhat it usually means
Gaussian splattingThe broad technique for reconstructing and rendering a 3D scene with many small Gaussian primitives.
3DGSShort for 3D Gaussian Splatting. Researchers, developers, and technical tools often use this shorthand.
Gaussian splatsThe visible scene elements or final scene people open in a viewer, editor, or published tour.
gsplatsA shorter informal term for Gaussian splats, often used by creators and technical communities.
3D splattingA looser search phrase that usually points to the same category of splat-based 3D scene rendering.

Workflow

How Gaussian splatting works in practice

The technical pipeline matters, but the finished experience matters more. A strong workflow starts with reliable capture and ends with a scene someone can actually use.

01

Capture

Record overlapping video, 360 footage, photos, drone media, or other source images from the space.

02

Camera poses

Solve where each camera frame was taken so the reconstruction has a reliable spatial path.

03

Gaussian optimization

Train many colored Gaussian primitives until the scene matches the source views closely enough to render.

04

Rendering

Open the result in a viewer that can draw the splats quickly as the visitor moves through the scene.

05

Review

Check the first view, confusing areas, floaters, file size, mobile load, and whether navigation is clear.

06

Publishing

Turn the raw scene into a browser link, embed, guided tour, hotspot experience, or client handoff.

Comparison

Gaussian splatting compared with other 3D workflows

No 3D method wins every job. Choose based on the final deliverable: a browser walkthrough, a measured model, a technical inspection asset, a game-ready mesh, or a quick panorama tour.

Compared withWhere the other workflow is strongWhere splats fit
NeRFStrong for novel-view synthesis and research pipelines.Gaussian splatting often renders faster in real-time viewers and can be easier to inspect as a scene asset.
PhotogrammetryStrong when a mesh, texture, or measurement-focused model is needed.Gaussian splatting is often stronger for photorealistic walkthroughs, but it is not a replacement for every mesh workflow.
Point cloudsUseful for survey, inspection, and sparse or dense spatial records.Gaussian splats usually look more photographic, while point clouds can be clearer for technical review.
MeshesBetter when geometry must be edited, measured, exported, or used in conventional 3D tools.Splats can look more realistic from captured views, but geometry is less direct.
360 toursFast to capture and simple to understand with fixed panorama positions.Gaussian splatting adds depth and parallax, but it needs stronger capture and performance checks.

Use cases

Where Gaussian splatting is useful

Gaussian splatting works best when photorealistic spatial viewing helps someone understand a real place, object, or route before they visit, inspect, or present it.

Real estate

Show layout, room order, finish details, views, and inquiry paths in a guided property tour.

Hospitality and venues

Help guests inspect rooms, amenities, event layouts, entrances, and arrival context.

Tourism and campuses

Publish walkable routes for destinations, schools, public spaces, and visitor centers.

Heritage and culture

Preserve and share captured spaces with labels, guided stops, and public access links.

Construction and infrastructure

Present site context, stakeholder walkthroughs, progress updates, and access notes.

VFX and creative

Use splats for captured environments, reference scenes, previz, and creative experiments.

Limitations

What to check before relying on a splat

A Gaussian splat can look impressive and still fail as a deliverable if capture, file size, navigation, or mobile viewing is weak.

Capture quality

  • Poor overlap, fast movement, low light, reflective surfaces, and missed angles can create blur or gaps.
  • Moving people, cars, fans, screens, and water can leave artifacts in the reconstructed scene.

Performance

  • Large splat files can load slowly, especially on mobile devices or weak networks.
  • A viewer may need level-of-detail streaming, compression, or scene cleanup for public pages.

Geometry and measurement

  • Splats are usually not the best output when exact geometry, CAD workflows, or measurement is the main need.
  • Use mesh, scan, survey, or point-cloud workflows when accuracy requirements are strict.

Formats and tools

Files, viewers, editors, and publishing

Gaussian splatting software can mean several things: generation, file viewing, editing, compression, engine integration, cloud hosting, or tour publishing.

.ply, .splat, .spz, WebGL

Viewer

Open the scene, test movement, and check desktop and mobile load.

crop, cleanup, orientation

Editor

Remove distracting areas, set the first view, and prepare the scene for sharing.

video to splat, 360 to 3DGS

Generator

Turn source media into a Gaussian splat with a cloud or local pipeline.

waypoints, hotspots, embeds, CTAs

Tour publisher

Make the scene useful as a browser link, listing page embed, or client handoff.

Real Horizons

From raw capture to a guided browser tour

Real Horizons focuses on the practical layer around Gaussian splatting: source upload, cloud generation, scene review, guided context, browser publishing, embeds, analytics, and visitor actions.

What Spatial Studio adds after the splat

  • Publish a hosted tour instead of sending a raw file.
  • Set the opening view, waypoints, hotspots, labels, and CTA path.
  • Share the experience with a browser link, website embed, QR code, or campaign page.
  • Track analytics for tour opens, hotspot clicks, source campaigns, and visitor actions.

FAQ

Gaussian splatting FAQ

Common questions behind searches for Gaussian splatting, 3DGS, Gaussian splats, gsplats, software, viewers, and tours.

What is Gaussian splatting?

Gaussian splatting is a 3D reconstruction and rendering method that represents a scene with many small colored Gaussian primitives. The result can look like a photorealistic space that people can move through in a browser or viewer.

What does 3DGS mean?

3DGS means 3D Gaussian Splatting. It is a common shorthand for the technique, especially in papers, developer tools, viewers, and technical communities.

Are Gaussian splats and gsplats the same thing?

Usually, yes. Gaussian splats and gsplats are informal names for splat-based 3D scenes or the primitives that make those scenes visible.

Is Gaussian splatting better than NeRF or photogrammetry?

It depends on the job. Gaussian splatting is often useful for photorealistic walkthroughs and real-time viewing. NeRFs, photogrammetry, meshes, point clouds, and 360 tours can be better for other needs such as measurement, geometry editing, or very fast capture.

What software opens Gaussian splats?

Gaussian splats can be opened in dedicated viewers, editors, research tools, game-engine integrations, and web-based platforms. The right software depends on whether you need to inspect a file, edit a scene, generate a splat, or publish a guided tour.

Can Gaussian splatting be used for real estate and virtual tours?

Yes. It is useful when layout, depth, room connection, site context, or visitor orientation matters. A good real estate workflow still needs careful capture, mobile testing, and guided context around the raw scene.

Turn a captured space into a published 3D tour

Start with one real capture, generate the splat, review the scene, add guided context, and judge the result by the browser link people will actually open.