Web: http://arxiv.org/abs/2206.07698

June 16, 2022, 1:13 a.m. | Xiang Guo, Guanying Chen, Yuchao Dai, Xiaoqing Ye, Jiadai Sun, Xiao Tan, Errui Ding

cs.CV updates on arXiv.org arxiv.org

Recently, Neural Radiance Fields (NeRF) is revolutionizing the task of novel
view synthesis (NVS) for its superior performance. However, NeRF and its
variants generally require a lengthy per-scene training procedure, where a
multi-layer perceptron (MLP) is fitted to the captured images. To remedy the
challenge, the voxel-grid representation has been proposed to significantly
speed up the training. However, these existing methods can only deal with
static scenes. How to develop an efficient and accurate dynamic view synthesis
method remains an …

arxiv cv neural optimization voxel

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