2026
MCGS: Markov Chain Gaussian Splatting for Dynamic Scenes Reconstruction
AAAI 2026technical
We present MCGS (Markov Chain Gaussian Splatting), a novel approach for high-fidelity dynamic scene reconstruction via combining Markov chain and 3D Gaussian splatting. Our method addresses the critical challenge of artifact-free temporal consistency in dynamic neural rendering. By integrating a Mar