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Elona Dupont

3 accepted papers

2025

CAD-Recode: Reverse Engineering CAD Code from Point Clouds

ICCV 2025poster

Computer-Aided Design (CAD) models are typically constructed by sequentially drawing parametric sketches and applying CAD operations to obtain a 3D model. The problem of 3D CAD reverse engineering consists of reconstructing the sketch and CAD operation sequences from 3D representations such as point…

2024

CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention

CVPR 2024highlight

Reverse engineering in the realm of Computer-Aided Design (CAD) has been a longstanding aspiration though not yet entirely realized. Its primary aim is to uncover the CAD process behind a physical object given its 3D scan. We propose CAD-SIGNet an end-to-end trainable and auto-regressive architectur…

Cited by 18SourcePDFScholar
2024

SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision

NeurIPS 2024poster

Within the realm of Computer-Aided Design (CAD), Boundary-Representation (B-Rep) is the standard option for modeling shapes. We present SpelsNet, a neural architecture for the segmentation of 3D point clouds into surface primitive elements under topological supervision of its B-Rep graph structure.…

Cited by 1SourcePDFScholar