ClipGStream enables scalable flicker-free reconstruction of long dynamic multi-view videos by performing stream optimization at the clip level with clip-independent spatio-temporal fields, residual anchor compensation, and inter-clip inherited anchors.
Nerf- player: A streamable dynamic scene representation with de- composed neural radiance fields.IEEE Transactions on Visu- alization and Computer Graphics, 29(5):2732–2742
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4D Neural Voxel Splatting uses a compact neural voxel set with deformation fields instead of per-timestamp Gaussians to cut memory and speed training for dynamic scene rendering while keeping image quality.
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ClipGStream: Clip-Stream Gaussian Splatting for Any Length and Any Motion Multi-View Dynamic Scene Reconstruction
ClipGStream enables scalable flicker-free reconstruction of long dynamic multi-view videos by performing stream optimization at the clip level with clip-independent spatio-temporal fields, residual anchor compensation, and inter-clip inherited anchors.
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4D Neural Voxel Splatting: Dynamic Scene Rendering with Voxelized Guassian Splatting
4D Neural Voxel Splatting uses a compact neural voxel set with deformation fields instead of per-timestamp Gaussians to cut memory and speed training for dynamic scene rendering while keeping image quality.