Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image

2 April 2020

Luc van Gool

Papers citing "Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image"

25 / 25 papers shown

Title
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives Jiaxin Li Hongxing Wang Jiawei Tan Zhilong Ou Junsong Yuan 3DPC 45 0 0 10 Mar 2025
GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians Shuyi Jiang QiHao Zhao Hossein Rahmani De Wen Soh Xiaozhong Liu Na Zhao 3DGS 165 0 0 02 Oct 2024
Towards Learning Geometric Eigen-Lengths Crucial for Fitting Tasks Yijia Weng Kaichun Mo Ruoxi Shi Yanchao Yang Leonidas J. Guibas 26 3 0 25 Dec 2023
Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes Hmrishav Bandyopadhyay Subhadeep Koley Ayan Das A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 40 13 0 07 Dec 2023
DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation Zhiqin Chen Qimin Chen Hang Zhou Hao Zhang 3DPC 3DV 37 2 0 22 Nov 2023
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives Tom Monnier Jake Austin Angjoo Kanazawa Alexei A. Efros Mathieu Aubry VGen 28 16 0 11 Jul 2023
Learning-Free Grasping of Unknown Objects Using Hidden Superquadrics Yuwei Wu Weixiao Liu Zhiyang Liu Gregory S. Chirikjian 28 5 0 11 May 2023
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans Romain Loiseau Elliot Vincent Mathieu Aubry Loic Landrieu 3DPC 13 3 0 19 Apr 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 37 2 0 06 Mar 2023
GeoCode: Interpretable Shape Programs Ofek Pearl Itai Lang Yuhua Hu Raymond A. Yeh Rana Hanocka 35 14 0 19 Dec 2022
Hierarchical Superquadric Decomposition with Implicit Space Separation Jaka Sircelj Peter Peer F. Solina Vitomir Štruc 16 0 0 15 Sep 2022
LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part Discovery Chunfeng Yao Wei-Chih Hung Yuanzhen Li Michael Rubinstein Ming Yang Varun Jampani 3DV 31 47 0 07 Jul 2022
Primitive-based Shape Abstraction via Nonparametric Bayesian Inference Yuwei Wu Weixiao Liu Sipu Ruan Gregory S. Chirikjian 3DV 3DPC 30 15 0 28 Mar 2022
PartAfford: Part-level Affordance Discovery from 3D Objects Chao Xu Yixin Chen He-Nan Wang Song-Chun Zhu Yixin Zhu Siyuan Huang 26 25 0 28 Feb 2022
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 33 26 0 31 Jan 2022
RIM-Net: Recursive Implicit Fields for Unsupervised Learning of Hierarchical Shape Structures Chengjie Niu Manyi Li Kai Xu Hao Zhang AI4CE 30 19 0 30 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 34 125 0 05 Jan 2022
ATISS: Autoregressive Transformers for Indoor Scene Synthesis Despoina Paschalidou Amlan Kar Maria Shugrina Karsten Kreis Andreas Geiger Sanja Fidler 3DV ViT 33 148 0 07 Oct 2021
Unsupervised Image Decomposition with Phase-Correlation Networks Angel Villar-Corrales Sven Behnke OCL 33 4 0 07 Oct 2021
HybridSDF: Combining Deep Implicit Shapes and Geometric Primitives for 3D Shape Representation and Manipulation Subeesh Vasu Nicolas Talabot Artem Lukoianov Pierre Baqué Jonathan Donier Pascal Fua 39 4 0 22 Sep 2021
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors J. Bechtold Maxim Tatarchenko Volker Fischer Thomas Brox 12 16 0 01 Apr 2021
Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence Feng Liu Xiaoming Liu 3DPC 45 36 0 23 Oct 2020
Neural Star Domain as Primitive Representation Yuki Kawana Yusuke Mukuta Tatsuya Harada 3DV 11 25 0 21 Oct 2020
ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds Gopal Sharma Difan Liu Subhransu Maji E. Kalogerakis S. Chaudhuri Radomír Mvech 3DPC 16 138 0 26 Mar 2020
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks J. Pan Xiaoguang Han Weikai Chen Jiapeng Tang Kui Jia 105 190 0 01 Sep 2019