The Role of Initialization in 3D Gaussian Splatting
This study investigates how different starting points (initializations) affect 3D Gaussian Splatting performance across various scene densification methods. Dense initializations don't always boost visual quality but significantly improve generalization to unseen views and enhance the geometric accuracy of the reconstructed scene, especially when paired with strong densification.