ABC: A Big CAD Model Dataset For Geometric Deep Learning

15 December 2018

Papers citing "ABC: A Big CAD Model Dataset For Geometric Deep Learning"

46 / 96 papers shown

Title
Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation Dong Xiao Zuoqiang Shi Siyu Li Bailin Deng Bin Wang 27 18 0 30 Sep 2022
Reconstructing editable prismatic CAD from rounded voxel models Joseph G. Lambourne Karl D. D. Willis P. Jayaraman Longfei Zhang Aditya Sanghi Kamal Rahimi Malekshan 25 39 0 02 Sep 2022
Mates2Motion: Learning How Mechanical CAD Assemblies Work James Noeckel Benjamin T. Jones Karl Willis Brian L. Curless Adriana Schulz 28 0 0 02 Aug 2022
A Dataset and Benchmark for Mesh Parameterization Georgia Shay Justin Solomon Oded Stein 21 2 0 02 Aug 2022
SHREC 2022: Fitting and recognition of simple geometric primitives on point clouds C. Romanengo Andrea Raffo S. Biasotti B. Falcidieno Vlassis Fotis ... Nhat-Quynh Le-Pham Hai-Dang Nguyen M. Tran Yifan Qie N. Anwer 3DPC 11 9 0 15 Jun 2022
Semi-signed prioritized neural fitting for surface reconstruction from unoriented point clouds Runsong Zhu Di Kang Ka-Hei Hui Yue Qian Shi Qiu Zhen Dong Linchao Bao Pheng-Ann Heng Chi-Wing Fu 3DPC 41 5 0 14 Jun 2022
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives Xinke Li Henghui Ding Zekun Tong Yuwei Wu Yeow Meng Chee DD 40 4 0 25 May 2022
RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis Jonathan Tremblay Moustafa Meshry Alex Evans Jan Kautz A. Keller ... Charles T. Loop N. Morrical Koki Nagano Towaki Takikawa Stan Birchfield 40 31 0 14 May 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren Kui Jia 3DV 3DPC 29 61 0 05 May 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 32 72 0 23 Apr 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 29 16 0 21 Apr 2022
SolidGen: An Autoregressive Model for Direct B-rep Synthesis P. Jayaraman Joseph G. Lambourne Nishkrit Desai Karl D. D. Willis Aditya Sanghi Nigel Morris 21 50 0 26 Mar 2022
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation Yingzhi Tang Y. Qian Qijian Zhang Yiming Zeng Junhui Hou Xuefei Zhe 3DPC 30 16 0 24 Mar 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 45 250 0 07 Mar 2022
Simplified Learning of CAD Features Leveraging a Deep Residual Autoencoder Raoul Schönhof J. Elstner Radu Manea Steffen Tauber Ramez Awad Marco F. Huber 22 2 0 21 Feb 2022
Feature Visualization within an Automated Design Assessment leveraging Explainable Artificial Intelligence Methods Raoul Schönhof Artem Werner J. Elstner Boldizsar Zopcsak Ramez Awad Marco F. Huber AAML 8 12 0 28 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 34 125 0 05 Jan 2022
Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders Mikaela Angelina Uy Yen-Yu Chang Minhyuk Sung Purvi Goel Joseph Lambourne Tolga Birdal Leonidas J. Guibas 3DPC 19 57 0 17 Dec 2021
A learning-based approach to feature recognition of Engineering shapes Lakshmi Priya Muraleedharan Ramanathan Muthuganapathy 3DPC 16 3 0 15 Dec 2021
Recognizing Vector Graphics without Rasterization Xinyang Jiang Lu Liu Caihua Shan Yifei Shen Xuanyi Dong Dongsheng Li GNN 16 17 0 05 Nov 2021
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 154 217 0 12 Oct 2021
Scene Editing as Teleoperation: A Case Study in 6DoF Kit Assembly Yulong Li Shubh Agrawal Jen-Shuo Liu Steven K. Feiner Shuran Song 25 13 0 09 Oct 2021
Representing Shape Collections with Alignment-Aware Linear Models Romain Loiseau Tom Monnier Mathieu Aubry Loïc Landrieu 3DPC 3DV 32 8 0 03 Sep 2021
BIDCD -- Bosch Industrial Depth Completion Dataset Adam Botach Yuri Feldman Yakov Miron Yoel Shapiro Dotan Di Castro 44 2 0 10 Aug 2021
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural Networks Bharadwaj Manda Shubham Dhayarkar Sai Mitheran V. Viekash Ramanathan Muthuganapathy 3DPC 3DV 25 25 0 13 Jul 2021
Neural Marching Cubes Zhiqin Chen Hao Zhang 18 78 0 21 Jun 2021
SketchGen: Generating Constrained CAD Sketches W. Para S. Bhat Paul Guerrero Tom Kelly Niloy Mitra Leonidas J. Guibas Peter Wonka 3DV 36 72 0 04 Jun 2021
HPNet: Deep Primitive Segmentation Using Hybrid Representations Siming Yan Zhenpei Yang Chongyang Ma Haibin Huang E. Vouga Qi-Xing Huang 3DV 3DPC 19 41 0 22 May 2021
DeepCAD: A Deep Generative Network for Computer-Aided Design Models Rundi Wu Chang Xiao Changxi Zheng 3DPC 27 160 0 20 May 2021
SimJEB: Simulated Jet Engine Bracket Dataset Eamon Whalen A. Beyene C. Mueller 11 21 0 07 May 2021
Computer-Aided Design as Language Yaroslav Ganin Sergey Bartunov Yujia Li E. Keller Stefano Saliceti 3DV 96 90 0 06 May 2021
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds Yujia Liu Stefano Dáronco Konrad Schindler Jan Dirk Wegner 3DH 3DPC 3DV 28 42 0 04 Mar 2021
PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D K. Cherenkova Djamila Aouada Gleb Gusev 3DPC 52 16 0 12 Jan 2021
Single-shot fringe projection profilometry based on Deep Learning and Computer Graphics Fanzhou Wang Chenxing Wang Qingze Guan 3DV 27 45 0 04 Jan 2021
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 40 153 0 26 Nov 2020
CAD-Deform: Deformable Fitting of CAD Models to 3D Scans Vladislav Ishimtsev Alexey Bokhovkin Alexey Artemov Savva Ignatyev Matthias Niessner Denis Zorin Evgeny Burnaev 3DPC 17 28 0 23 Jul 2020
Learning Part Boundaries from 3D Point Clouds Marios Loizou Melinos Averkiou E. Kalogerakis 3DPC 20 33 0 15 Jul 2020
Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning Aditya Sanghi 3DPC SSL 11 101 0 04 Jun 2020
Real-World Textured Things: a Repository of Textured Models Generated with Modern Photo-Reconstruction Tools A. Maggiordomo F. Ponchio Paolo Cignoni M. Tarini 9 15 0 30 Apr 2020
ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds Gopal Sharma Difan Liu Subhransu Maji E. Kalogerakis S. Chaudhuri Radomír Mvech 3DPC 18 138 0 26 Mar 2020
Deep Vectorization of Technical Drawings Vage Egiazarian Oleg Voynov Alexey Artemov Denis Volkhonskiy Aleksandr Safin Maria Taktasheva Denis Zorin Evgeny Burnaev 3DPC 16 60 0 11 Mar 2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning Xi Yang Ding Xia Taichi Kin Takeo Igarashi 17 71 0 02 Mar 2020
Continuous Geodesic Convolutions for Learning on 3D Shapes Zhangsihao Yang Or Litany Tolga Birdal Srinath Sridhar Leonidas J. Guibas 3DH 3DPC 3DV 18 29 0 06 Feb 2020
PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models Lin Gao Ling-Xiao Zhang Hsien-Yu Meng Yi Ren Yu-Kun Lai Leif Kobbelt 3DV 21 45 0 15 Oct 2019
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 251 1,811 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 259 3,239 0 24 Nov 2016