Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
Yujia Liu, Anton Obukhov, Jan Dirk Wegner, Konrad Schindler
2024年份
17顶会引用
摘要
Figure 1 . Point2CAD is a pipeline for reconstructing complex CAD models, including freeform surfaces, from 3D point clouds. A raw point cloud is segmented into clusters corresponding to CAD faces, and each face is fitted either with a geometric primitive or with a parametric freeform surface, using a novel, implicit neural representation. Due to the analytic representation the surfaces can be extended and intersected, such that topology emerges, which is then used to clip the surface primitives.
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引用它的顶会 Paper17
- Split-and-Fit: Learning B-Reps via Structure-Aware Voronoi PartitioningYilin Liu, Jiale Chen, Shanshan Pan, Daniel Cohen-Or 等SIGGRAPH 2024 · 被引用 23 次
- SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure SupervisionKseniya Cherenkova, Elona Dupont, Anis Kacem, Gleb Gusev 等NeurIPS 2024 · 被引用 8 次
- MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View ImagesEunji Hong, Minh Hieu Nguyen, Mikaela Angelina Uy, Minhyuk SungNeurIPS 2024 · 被引用 5 次
- Drawing2CAD: Sequence-to-Sequence Learning for CAD Generation from Vector DrawingsFeiwei Qin, Shichao Lu, Junhao Hou, Changmiao Wang 等ACM MM 2025 · 被引用 4 次
- CADFit: Precise Mesh-to-CAD Program Generation with Hybrid OptimizationGhadi Nehme, Eamon Whalen, Faez AhmedICML 2026 · 被引用 2 次
它引用的顶会 Paper10
- Implicit Neural Representations with Periodic Activation FunctionsVincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell 等NeurIPS 2020 · 被引用 4,008 次
- DeepGCNs: Can GCNs Go As Deep As CNNs?Guohao Li, Matthias Müller, Ali K. Thabet, Bernard GhanemICCV 2019 · 被引用 1,586 次
- ComplexGen: CAD reconstruction by B-rep chain complex generationHaoxiang Guo, Shilin Liu, Hao Pan, Yang Liu 等SIGGRAPH 2022 · 被引用 106 次
- HPNet: Deep Primitive Segmentation Using Hybrid RepresentationsSiming Yan, Zhenpei Yang, Chongyang Ma, Haibin Huang 等ICCV 2021 · 被引用 67 次
- Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion CylindersMikaela Angelina Uy, Yen-Yu Chang, Minhyuk Sung, Purvi Goel 等CVPR 2022 · 被引用 54 次
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