A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images

12 March 2019

Papers citing "A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images"

50 / 51 papers shown

Title
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene Understanding Yuchen Rao Stefan Ainetter Sinisa Stekovic Vincent Lepetit Friedrich Fraundorfer 3DPC 3DV 163 0 0 18 Apr 2025
Coherent 3D Scene Diffusion From a Single RGB Image Manuel Dahnert Angela Dai Norman Muller Matthias Nießner 80 0 0 13 Dec 2024
CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets Longwen Zhang Ziyu Wang Qixuan Zhang Qiwei Qiu Anqi Pang Haoran Jiang Wei Yang Lan Xu Jingyi Yu DiffM AI4CE VGen 26 116 0 30 May 2024
GEM3D: GEnerative Medial Abstractions for 3D Shape Synthesis Dmitry Petrov Pradyumn Goyal Vikas Thamizharasan Vladimir G. Kim Matheus Gadelha Melinos Averkiou S. Chaudhuri E. Kalogerakis 3DH DiffM MedIm 49 9 0 26 Feb 2024
Coverage Axis++: Efficient Inner Point Selection for 3D Shape Skeletonization Zimeng Wang Zhiyang Dou Rui-Xue Xu Cheng Lin Yuan-Bin Liu Xiaoxiao Long Shiqing Xin Taku Komura Xiaoming Yuan Wenping Wang 49 7 0 23 Jan 2024
3D Shape Completion on Unseen Categories:A Weakly-supervised Approach Lintai Wu Junhui Hou Lin Song Yong-mei Xu 3DV 3DPC 41 1 0 19 Jan 2024
Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking Wei Cao Chang Luo Biao Zhang Matthias Nießner Jiapeng Tang DiffM 56 11 0 12 Jan 2024
EXIM: A Hybrid Explicit-Implicit Representation for Text-Guided 3D Shape Generation Zhengzhe Liu Jingyu Hu Ka-Hei Hui Xiaojuan Qi Daniel Cohen-Or Chi-Wing Fu 55 9 0 03 Nov 2023
RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency Zhuo-min Liu Bo Yang Yan Luximon Ajay Kumar Jinxi Li 3DV 33 6 0 30 Oct 2023
Medial Skeletal Diagram: A Generalized Medial Axis Approach for Compact 3D Shape Representation Minghao Guo Bohan Wang Wojciech Matusik 22 3 0 13 Oct 2023
Implicit Neural Representation in Medical Imaging: A Comparative Survey Amir Molaei Amirhossein Aminimehr A. Tavakoli A. Kazerouni Babak Azad Reza Azad Dorit Merhof OOD 24 75 0 30 Jul 2023
DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis Jiapeng Tang Yinyu Nie Lev Markhasin Angela Dai Justus Thies Matthias Nießner DiffM 58 39 0 24 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 37 2 0 06 Mar 2023
Visibility-Aware Pixelwise View Selection for Multi-View Stereo Matching Zhentao Huang Yukun Shi Minglun Gong 3DV 11 1 0 14 Feb 2023
Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and Manipulation Jingyu Hu Ka-Hei Hui Zhengzhe Liu Ruihui Li Chi-Wing Fu DiffM 31 16 0 01 Feb 2023
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 26 10 0 20 Dec 2022
RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models Jiabao Lei Jiapeng Tang K. Jia DiffM 19 38 0 12 Dec 2022
Neural Shape Deformation Priors Jiapeng Tang Lev Markhasin Bi Wang Justus Thies Matthias Nießner 49 27 0 11 Oct 2022
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 52 123 0 19 Sep 2022
Learning to Generate 3D Shapes from a Single Example Rundi Wu Changxi Zheng GAN 3DV 12 33 0 05 Aug 2022
Towards High-Fidelity Single-view Holistic Reconstruction of Indoor Scenes Haolin Liu Yujian Zheng Guanying Chen Shuguang Cui Xiaoguang Han 3DV 15 27 0 18 Jul 2022
Neural Template: Topology-aware Reconstruction and Disentangled Generation of 3D Meshes Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu 3DV 19 29 0 10 Jun 2022
PatchComplete: Learning Multi-Resolution Patch Priors for 3D Shape Completion on Unseen Categories Yuchen Rao Y. Nie Angela Dai 3DPC 3DV 39 19 0 10 Jun 2022
Differentiable SAR Renderer and SAR Target Reconstruction Shilei Fu F. Xu 15 14 0 14 May 2022
RangeUDF: Semantic Surface Reconstruction from 3D Point Clouds Bing Wang Zheng-Sheng Yu Bo Yang Jie Qin T. Breckon Ling Shao Niki Trigoni Andrew Markham 3DPC 3DV 18 16 0 19 Apr 2022
LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints Junshu Tang Zhijun Gong Ran Yi Yuan Xie Lizhuang Ma 3DPC 33 52 0 31 Mar 2022
A Real World Dataset for Multi-view 3D Reconstruction Rakesh Shrestha Siqi Hu Minghao Gou Ziyuan Liu P. Tan 3DH 3DV 29 10 0 22 Mar 2022
PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis Xianggang Yu Jiapeng Tang Yipeng Qin Chenghong Li Linchao Bao Xiaoguang Han Shuguang Cui 17 7 0 10 Feb 2022
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo Zhenxing Mi Di Chang Dan Xu 3DV 52 57 0 04 Dec 2021
Coverage Axis: Inner Point Selection for 3D Shape Skeletonization Zhi Dou Cheng Lin Rui-Xue Xu Lei Yang Shiqing Xin Taku Komura Wenping Wang 63 33 0 03 Oct 2021
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images Tarek Ben Charrada Hedi Tabia A. Chetouani Hamid Laga 3DV 15 0 0 24 Sep 2021
Visual Enhanced 3D Point Cloud Reconstruction from A Single Image Guiju Ping M. A. Esfahani Han Wang 20 3 0 17 Aug 2021
Task-Aware Sampling Layer for Point-Wise Analysis Yiqun Lin Lichang Chen Haibin Huang Chongyang Ma Xiaoguang Han Shuguang Cui 3DPC 13 9 0 09 Jul 2021
Learning and Meshing from Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching Jiabao Lei K. Jia Yi-An Ma 13 10 0 18 Jun 2021
Neural Implicit 3D Shapes from Single Images with Spatial Patterns Yixin Zhuang Yunzhe Liu Yujie Wang Baoquan Chen 3DPC 14 0 0 06 Jun 2021
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks Jiapeng Tang Jiabao Lei Dan Xu Feiying Ma K. Jia Lei Zhang 3DPC 13 74 0 08 May 2021
Learning Parallel Dense Correspondence from Spatio-Temporal Descriptors for Efficient and Robust 4D Reconstruction Jiapeng Tang Dan Xu K. Jia Lei Zhang 3DPC 3DH 21 31 0 30 Mar 2021
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction Shilin Liu Haoxiang Guo Hao Pan Peng-Shuai Wang Xin Tong Yang Liu 3DPC 3DV 26 97 0 23 Mar 2021
Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds Wenbin Zhao Jiabao Lei Yuxin Wen Jianguo Zhang K. Jia 3DPC 59 32 0 14 Dec 2020
Deep Optimized Priors for 3D Shape Modeling and Reconstruction Mingyue Yang Yuxin Wen Weikai Chen Y. Chen K. Jia 21 32 0 14 Dec 2020
Point2Skeleton: Learning Skeletal Representations from Point Clouds Chu-Hsing Lin Changjian Li Yuan-Bin Liu Nenglun Chen Yi-King Choi Wenping Wang 3DPC 23 49 0 01 Dec 2020
GAMesh: Guided and Augmented Meshing for Deep Point Networks Nitin Agarwal M. Gopi 3DPC 3DGS 160 4 0 19 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 19 1 0 19 Oct 2020
MeshMVS: Multi-View Stereo Guided Mesh Reconstruction Rakesh Shrestha Zhiwen Fan Qingkun Su Zuozhuo Dai Siyu Zhu P. Tan 3DV 17 10 0 17 Oct 2020
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment Y. Nie Yiqun Lin Xiaoguang Han Shihui Guo Jian Chang Shuguang Cui Jianjun Zhang 3DPC 19 44 0 14 Oct 2020
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve Weicheng Kuo A. Angelova Tsung-Yi Lin Angela Dai 3DPC 18 67 0 26 Jul 2020
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image Y. Nie Xiaoguang Han Shihui Guo Yujian Zheng Jian Chang Jianjun Zhang 3DV 22 200 0 27 Feb 2020
A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 34 100 0 19 Feb 2020
Geometry-Aware Generation of Adversarial Point Clouds Yuxin Wen Jiehong Lin Ke Chen C. L. Philip Chen K. Jia 3DPC 16 24 0 24 Dec 2019
DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction Qiangeng Xu Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DH 3DV 35 558 0 26 May 2019