Web: http://arxiv.org/abs/2209.08776

Sept. 23, 2022, 1:15 a.m. | Zhiwen Fan, Peihao Wang, Yifan Jiang, Xinyu Gong, Dejia Xu, Zhangyang Wang

cs.CV updates on arXiv.org arxiv.org

Neural volumetric representations have shown the potential that Multi-layer
Perceptrons (MLPs) can be optimized with multi-view calibrated images to
represent scene geometry and appearance, without explicit 3D supervision.
Object segmentation can enrich many downstream applications based on the
learned radiance field. However, introducing hand-crafted segmentation to
define regions of interest in a complex real-world scene is non-trivial and
expensive as it acquires per view annotation. This paper carries out the
exploration of self-supervised learning for object segmentation using NeRF for …

arxiv nerf segmentation

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