… 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 …

… , 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 …

… 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 …

… or yielding unsatisfying quality of novel view synthesis. For example, V4D [2] achieved the
… Top: conventionally, the former is represented using voxel grids or MLP decoders, while the …

… 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 …

… Specifically, we compute a binary field that indicates whether each voxel is occupied or empty…
V4d: Voxel for 4d novel view synthesis. arXiv preprint arXiv:2205.14332 (2022). Chen Gao, …

… tion, on dynamic novel view synthesis tasks with challenging datasets, … Neural radiance flow
for 4d view synthesis and video … voxel grid for fast optimization of dynamic view synthesis. In …

… We achieve high-quality novel view synthesis of dynamic scenes at a rendering speed slightly
… Applications in virtual reality and computer vision often require the reconstruction of 4D …