activity
20202026
most citedReconstructing editable prismatic CAD from rounded voxel models

33 citations · 101 across the 15 of their papers we have counts for

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Showing 2021Show all

6 papers · 1 filter

cs.CV2021★ 5 cited

Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders

Mikaela Angelina Uy, Yen-yu Chang, Minhyuk Sung +4

We propose Point2Cyl, a supervised network transforming a raw 3D point cloud to a set of extrusion cylinders. Reverse engineering from a raw geometry to a CAD model is an essential…

cs.LG2021

JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints

Karl D. D. Willis, Pradeep Kumar Jayaraman, Hang Chu +8

Physical products are often complex assemblies combining a multitude of 3D parts modeled in computer-aided design (CAD) software. CAD designers build up these assemblies by alignin…

cs.CV2021★ 3 cited

CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation

Aditya Sanghi, Hang Chu, Joseph G. Lambourne +4

Generating shapes using natural language can enable new ways of imagining and creating the things around us. While significant recent progress has been made in text-to-image genera…

cs.CV2021

UVStyle-Net: Unsupervised Few-shot Learning of 3D Style Similarity Measure for B-Reps

Peter Meltzer, Hooman Shayani, Amir Khasahmadi +3

Boundary Representations (B-Reps) are the industry standard in 3D Computer Aided Design/Manufacturing (CAD/CAM) and industrial design due to their fidelity in representing stylisti…

cs.LG2021★ 1 cited

Engineering Sketch Generation for Computer-Aided Design

Karl D. D. Willis, Pradeep Kumar Jayaraman, Joseph G. Lambourne +2

Engineering sketches form the 2D basis of parametric Computer-Aided Design (CAD), the foremost modeling paradigm for manufactured objects. In this paper we tackle the problem of le…

cs.LG2021

BRepNet: A topological message passing system for solid models

Joseph G. Lambourne, Karl D. D. Willis, Pradeep Kumar Jayaraman +3

Boundary representation (B-rep) models are the standard way 3D shapes are described in Computer-Aided Design (CAD) applications. They combine lightweight parametric curves and surf…