… the voxel as the backbone for the 3D novel view synthesis, … V4D, as illustrated in Figure 1,
for 4D novel view synthesis. … we adopt the 4D voxel format, we initialize two 3D voxels with …

… layers of voxels to … voxel, Triplane involved more product operations and addition operations
of different planes and has a slower speed compared with TiNeuvox [4]. V4D used voxel …

… , named NDVG for dynamic scene view synthesis based on the voxel-grid representation.
Our method … V4d: Voxel for 4d novel view synthesis. arXiv preprint arXiv:2205.14332 (2022) 4…

… V4D [12] uses the 3D feature voxel to model the 4D radiance field … Although V4D mainly
focuses on improving image quality, the … grid presentations, we propose to use a learnable voxel …

… V4d: Voxel for 4d novel view synthesis. arXiv preprint arXiv:2205.14332 (2022). [8] Quankai
Gao, … Neural deformable voxel grid for fast optimization of dynamic view synthesis. In …

… view synthesis of dynamic scenes from extremely sparse cameras. … voxel octree structure,
NSVF [29] accelerates the novel view … In addition, V4D [15] introduce an effective conditional …

… We consider the problem of novel-view synthesis (NVS) for … 3D scenes, but extensions to 4D
time-varying scenes remain non… , we introduce 4D Gaussian Splatting (4DRotorGS), a novel …

… Compared with V4D, we obtain similar rendering quality, but in … Wu, “Neural radiance flow
for 4d view synthesis and video … voxel grid for fast optimization of dynamic view synthesis,” in …

… and 4D Scene Reconstruction Given the success of 3D voxel … For instance, V4D [8] uses
3D voxel grids and a smaller defor… voxel grid for fast optimization of dynamic view synthesis. In …

… vanilla 4D neural voxel is memory-consuming, we adopt a 4D K-Planes [11] module to
decompose the 4D neural voxel into … To assess the quality of novel view synthesis, we conducted …