VFX Engine Weekly

A London VFX studio just moved Gaussian splatting off the research whiteboard and into a live production crowd pipeline, scanning real actors and art-directing digital extras directly inside Unreal Engine. That changes the calculus on how crowd budgets get bid. If you haven't started asking what your pipeline does with splats, your next competitor already is.

This week: Union VFX puts Gaussian splat crowds into production, the physics simulation cost of high-quality 3D reconstruction surfaces in new research, and Green Gold Animation becomes one of India's first animation studios on a major connected-TV FAST platform.

Union VFX Builds a Production Crowd Pipeline on Gaussian Splatting with Clear Angle
Tech

Union VFX Builds a Production Crowd Pipeline on Gaussian Splatting with Clear Angle

Union VFX partnered with Clear Angle to scan actors, then built tooling around those Gaussian splat captures that lets artists edit, move, and art-direct digital crowd extras directly inside Unreal Engine. VFX and Technical Supervisor David Schneider walks through the full process in a new fxguide podcast, covering how the technique moves from captured splat to a directable, believable crowd asset in a working production context.

This is not a lab demo. Union VFX has built the tools, integrated them into a production pipeline, and is using the results on real shows. The conversation shifts from "can Gaussian splatting do crowds?" to "which studios have the toolchain and which don't?" Crowd work has long been a cost and quality trade-off; splat-based digital extras, art-directed inside the engine, close that gap in a way that traditional card-sprite or sim-crowd methods never fully did.

Read the full breakdown on fxguide →

The crowd pipeline question is no longer whether splats are good enough. It's whether your studio has the toolchain to direct them, and most don't yet.
The briefs
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Tech · arXiv
New Research Finds That High-Quality 3D Reconstruction and Physics-Ready Topology Are Fundamentally Incompatible Goals
A new dual-representation framework pairs fixed-topology meshes for physics simulation with Gaussian splatting for rendering, achieving a 4.65x speedup over variable-topology baselines. The harder finding: converting high-quality reconstruction geometry to physics-compatible topology causes 65-80% geometric degradation, meaning the two objectives cannot be reconciled through post-processing. If you are building or evaluating any pipeline that needs both photorealistic reconstruction and simulation, this defines the trade-off you are actually working with.
India desk
Green Gold Animation Launches a 24/7 FAST Channel on Samsung TV Plus, Putting Indian Kids IP on Connected TV
Studio News · AnimationXpress
Green Gold Animation Launches a 24/7 FAST Channel on Samsung TV Plus, Putting Indian Kids IP on Connected TV
Green Gold Animation has launched Green Gold TV as a dedicated 24/7 linear FAST channel on Samsung TV Plus, available to Samsung TV users in India without subscription or login. The channel carries properties including Mighty Raju, Super Bheem, and Krishna, with episodic content making up nearly 70% of the weekday schedule and movie premieres on weekends. For studios producing long-form Indian kids IP, this signals that FAST distribution on connected TV is now a viable first-window strategy, not just a library dump.
Studio News · AnimationXpress
Vaibhav Studios, the Only Indian Studio with an International Emmy Nomination, Takes Anime India to Delhi
Anime India makes its Delhi debut on June 6-7 at Yashobhoomi Convention Centre, with Vaibhav Studios joining as a featured exhibitor alongside Elle18 and Instax Fujifilm. Vaibhav Studios, founded in 2003 and the only Indian animation studio to receive an International Emmy nomination for Lamput, brings an animation-focused dimension to an event built around fan community and IP discovery. The growing presence of Indian animation studios at consumer-facing pop culture events reflects a shift in how the sector is building direct audience relationships outside traditional broadcast.
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Closing thought

Three stories this week share a single underlying pressure: the gap between what a technique can do in a lab and what a pipeline can actually deliver on a live show is closing fast. Gaussian splats in production crowds. Physics-ready topology that costs you 65-80% of your reconstruction quality. Green Gold running a 24/7 linear channel from its existing IP library without a broadcaster in the middle. In each case, the constraint is no longer the technology. It is whether your team has built the toolchain to operationalize it.

The studios that win the next two years are not the ones waiting for tools to mature. They are the ones already inside Unreal with a splat-based crowd rig, already building FAST channels around owned IP, already knowing which physics solver plays well with their reconstruction method. Browse the open roles at vfxengine.com if you want to see where studios are actively hiring for exactly these skills. Reply with the technique you think most studios are still treating as "future pipeline" that is already production-ready today.

Priyank Murarka
Founder, VFX Engine.
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