Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds
As commonly used implicit geometry representations, the signed distance function (SDF) is limited to modeling watertight shapes, while the unsigned distance function (UDF) is capable of representing various surfaces. However, its inherent theoretical shortcoming, i.e., the non-differentiability at t...
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Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 23. Apr.
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Auteur principal: |
Yang, Chuanxiang
(Auteur) |
Autres auteurs: |
Zhou, Yuanfeng,
Wei, Guangshun,
Ma, Long,
Hou, Junhui,
Liu, Yuan,
Wang, Wenping |
Format: | Article en ligne
|
Langue: | English |
Publié: |
2025
|
Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
|
Sujets: | Journal Article |