The view-dependent bit reflects the simplicity of the data. The data is similar to an oriented, stretchy box that you interpret as an oriented, stretchy, fuzzy ball (the Gaussian field). What you do from there is up to you.
Classically, researchers were interested in just using the splats at all. So, they just assigned a single color to each one.
This paper assigns a spherical harmonic-based color sphere instead. That gives it the view angle -> color function.
There is a second paper focused on moving splats. It just uses solid colored splats.
You could instead associate albedo/specular/roughness from real time materials and do real time lighting. But, you’d have to figure out how to generate/capture those values.
Classically, researchers were interested in just using the splats at all. So, they just assigned a single color to each one.
This paper assigns a spherical harmonic-based color sphere instead. That gives it the view angle -> color function.
There is a second paper focused on moving splats. It just uses solid colored splats.
You could instead associate albedo/specular/roughness from real time materials and do real time lighting. But, you’d have to figure out how to generate/capture those values.