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[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

分类: 文章 • 2023-01-06 10:35:27

转载请注明作者和出处： http://blog.****.net/john_bh/

论文链接： Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
论文链接：Arxiv 地址
作者及团队：牛津大学
会议及时间：CVPR 2020 best paper
code：作者开源github
主页：project 地址

文章目录

1. 主要贡献

[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

[三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

  • Reconstructing human faces
    [三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

  • Reconstructing face paintings (model trained on CelebA real faces without fine-tuning)
    [三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

  • Reconstructing abstract faces (model trained on CelebA real faces without fine-tuning)
    [三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

  • Reconstructing cat faces
    [三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

  • Reconstructing synthetic cars
    [三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

  • Re-lighting effects
    [三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

  • Visualizing symmetry planes
    [三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

  • Visualizing asymmetry
    [三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

  • Results on video frames from VoxCeleb (applying model trained on CelebA faces frame-by-frame without fine-tuning)
    [三维重建] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

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