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cs.CV2026
The Role of Initialization in 3D Gaussian Splatting
Ivan Desiatov, Torsten Sattler
3D Gaussian Splatting (3DGS) has become the method of choice for photo-realistic novel view synthesis (NVS), due to its efficiency and compelling visual quality. 3DGS represents th…
cs.CV2026
Benchmarking Efficient & Effective Camera Pose Estimation Strategies for Novel View Synthesis
Jhacson Meza, Martin R. Oswald, Torsten Sattler
Novel view synthesis (NVS) approaches such as NeRFs or 3DGS can produce photo-realistic 3D scene representation from a set of images with known extrinsic and intrinsic parameters.…
cs.CV2024
Gaussian Opacity Fields: Efficient Adaptive Surface Reconstruction in Unbounded Scenes
Zehao Yu, Torsten Sattler, Andreas Geiger
Recently, 3D Gaussian Splatting (3DGS) has demonstrated impressive novel view synthesis results, while allowing the rendering of high-resolution images in real-time. However, lever…