Constrained Dynamic Gaussian Splatting
The Constrained Dynamic Gaussian Splatting framework treats scene reconstruction as a budget-constrained optimization problem to enforce a strict limit on the number of Gaussians used during training. It introduces differentiable controls and importance scores to manage this capacity, allowing the model to adaptively allocate resources between static and dynamic elements for better efficiency and lower storage costs.