Pixels, voxels, and views: A study of shape representations for single view 3D object shape prediction

17 April 2018

Papers citing "Pixels, voxels, and views: A study of shape representations for single view 3D object shape prediction"

50 / 59 papers shown

Title
Vysics: Object Reconstruction Under Occlusion by Fusing Vision and Contact-Rich Physics Bibit Bianchini Minghan Zhu Mengti Sun Bowen Jiang Camillo J Taylor Michael Posa 26 0 0 25 Apr 2025
Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 43 3 0 26 Aug 2024
Enhancing 2D Representation Learning with a 3D Prior Mehmet Aygun Prithviraj Dhar Zhicheng Yan Oisin Mac Aodha Rakesh Ranjan SSL 61 1 0 04 Jun 2024
PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction Sinisa Stekovic Stefan Ainetter Mattia DÚrso Friedrich Fraundorfer Vincent Lepetit 42 0 0 16 Apr 2024
DUSt3R: Geometric 3D Vision Made Easy Shuzhe Wang Vincent Leroy Yohann Cabon Boris Chidlovskii Jérôme Revaud 3DGS 41 328 0 21 Dec 2023
ZeroShape: Regression-based Zero-shot Shape Reconstruction Zixuan Huang Stefan Stojanov Anh Thai Varun Jampani James M. Rehg 3DV 25 23 0 21 Dec 2023
PanopticNDT: Efficient and Robust Panoptic Mapping Daniel Seichter Benedict Stephan Söhnke Benedikt Fischedick Steffen Müller Leonard Rabes H. Groß 26 7 0 24 Sep 2023
A Fusion of Variational Distribution Priors and Saliency Map Replay for Continual 3D Reconstruction Sanchar Palit S. Biswas 39 0 0 17 Aug 2023
Shape Completion with Prediction of Uncertain Regions Matthias Humt Dominik Winkelbauer Ulrich Hillenbrand 22 4 0 01 Aug 2023
Pix2Repair: Implicit Shape Restoration from Images Xinchao Song N. Lamb Sean Banerjee N. Banerjee 3DV 29 0 0 29 May 2023
Real-time Simultaneous Multi-Object 3D Shape Reconstruction, 6DoF Pose Estimation and Dense Grasp Prediction Shubh Agrawal Nikhil Chavan-Dafle Isaac Kasahara Selim Engin Jinwook Huh Volkan Isler 46 1 0 16 May 2023
Unsupervised Style-based Explicit 3D Face Reconstruction from Single Image Heng Yu Z. '. Milacski László A. Jeni 3DV 3DH 19 2 0 24 Apr 2023
Explicit Correspondence Matching for Generalizable Neural Radiance Fields Yuedong Chen Haofei Xu Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 3DV 29 31 0 24 Apr 2023
RefiNeRF: Modelling dynamic neural radiance fields with inconsistent or missing camera parameters Shuja Khalid Frank Rudzicz 38 2 0 15 Mar 2023
MiShape: 3D Shape Modelling of Mitochondria in Microscopy Abhinanda R. Punnakkal Suyog Jadhav Alexander Horsch Krishna Agarwal Dilip K. Prasad 37 0 0 02 Mar 2023
wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data Shuja Khalid Frank Rudzicz 35 3 0 20 Sep 2022
SketchSampler: Sketch-based 3D Reconstruction via View-dependent Depth Sampling Chenjian Gao Qian Yu Lu Sheng Yi-Zhe Song Dong Xu 3DV 30 22 0 14 Aug 2022
Recovering Detail in 3D Shapes Using Disparity Maps Marissa Ramirez de Chanlatte Matheus Gadelha Thibault Groueix R. Měch 31 0 0 01 Jul 2022
Shadows Shed Light on 3D Objects Ruoshi Liu Sachit Menon Chengzhi Mao Dennis Park Simon Stent Carl Vondrick 3DV 19 10 0 17 Jun 2022
Spotlights: Probing Shapes from Spherical Viewpoints Jiaxin Wei Lige Liu Ran Cheng W. Jiang Minghao Xu Xinyu Jiang Tao Sun Sören Schwertfeger L. Kneip 3DPC 31 1 0 25 May 2022
Efficient and Robust Semantic Mapping for Indoor Environments Daniel Seichter Patrick Langer Tim Wengefeld Benjamin Lewandowski Dominik Hoechemer H. Groß 21 10 0 11 Mar 2022
Representing 3D Shapes with Probabilistic Directed Distance Fields Tristan Aumentado-Armstrong Stavros Tsogkas Sven J. Dickinson Allan D. Jepson 29 21 0 10 Dec 2021
A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction Networks Yefan Zhou Yiru Shen Yujun Yan Chen Feng Yaoqing Yang 21 0 0 30 Nov 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering Darius Ruckert Linus Franke Marc Stamminger 3DPC 26 17 0 13 Oct 2021
Simultaneous Object Reconstruction and Grasp Prediction using a Camera-centric Object Shell Representation Nikhil Chavan-Dafle S. Popovych Shubham Agrawal Daniel D. Lee Volkan Isler 32 9 0 14 Sep 2021
Ray-ONet: Efficient 3D Reconstruction From A Single RGB Image Wenjing Bian Zirui Wang Kejie Li V. Prisacariu 3DV 35 12 0 05 Jul 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 17 16 0 01 Apr 2021
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction Anh Thai Stefan Stojanov Zixuan Huang Isaac Rehg James M. Rehg CLL 38 0 0 18 Jan 2021
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 84 1,701 0 03 Dec 2020
Weakly Supervised Learning of Multi-Object 3D Scene Decompositions Using Deep Shape Priors Cathrin Elich Martin R. Oswald Marc Pollefeys Joerg Stueckler OCL 3DPC 3DV 14 12 0 08 Oct 2020
Amodal 3D Reconstruction for Robotic Manipulation via Stability and Connectivity William Agnew Christopher Xie Aaron Walsman Octavian Murad Caelen Wang Pedro M. Domingos S. Srinivasa 29 18 0 28 Sep 2020
When and how CNNs generalize to out-of-distribution category-viewpoint combinations Spandan Madan Timothy M. Henry Jamell Dozier Helen Ho Nishchal Bhandari Tomotake Sasaki F. Durand Hanspeter Pfister Xavier Boix OOD 41 24 0 15 Jul 2020
AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation Xiaofeng Liu Tong Che Yiqun Lu Chao Yang Site Li J. You 3DV 48 21 0 13 Jul 2020
3D Topology Transformation with Generative Adversarial Networks Luca Stornaiuolo Nima Dehmamy A. Barabási Mauro Martino 21 3 0 07 Jul 2020
On the generalization of learning-based 3D reconstruction Miguel Angel Bautista Walter A. Talbott Shuangfei Zhai Nitish Srivastava J. Susskind 3DV 42 29 0 27 Jun 2020
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images Haozhe Xie H. Yao Shengping Zhang Shangchen Zhou Wenxiu Sun DRL 23 184 0 22 Jun 2020
3D Reconstruction of Novel Object Shapes from Single Images Anh Thai Stefan Stojanov V. Upadhya James M. Rehg 3DV 38 30 0 14 Jun 2020
Recent Advances in 3D Object and Hand Pose Estimation Vincent Lepetit 3DH 40 14 0 10 Jun 2020
CoReNet: Coherent 3D scene reconstruction from a single RGB image S. Popov Pablo Bauszat V. Ferrari 3DPC 3DV 28 71 0 27 Apr 2020
Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation Zhe Wang Daeyun Shin Charless C. Fowlkes 18 54 0 07 Apr 2020
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 31 45 0 23 Dec 2019
Learning to Generate Dense Point Clouds with Textures on Multiple Categories T. Hu Geng Lin Zhizhong Han Matthias Zwicker 3DPC 3DV 23 12 0 22 Dec 2019
Shape Reconstruction by Learning Differentiable Surface Representations Jan Bednarík Shaifali Parashar Erhan Gundogdu Mathieu Salzmann Pascal Fua 3DV 16 58 0 25 Nov 2019
Self-supervised Learning of 3D Objects from Natural Images Hiroharu Kato Tatsuya Harada 28 7 0 20 Nov 2019
Neural Multisensory Scene Inference Jae Hyun Lim Pedro H. O. Pinheiro Negar Rostamzadeh C. Pal Sungjin Ahn 22 10 0 06 Oct 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image Roman Klokov Jakob Verbeek Edmond Boyer 3DV 33 15 0 20 Aug 2019
Silhouette Guided Point Cloud Reconstruction beyond Occlusion Chuhang Zou Derek Hoiem 3DPC 3DH 3DV 20 11 0 29 Jul 2019
Multiview Aggregation for Learning Category-Specific Shape Reconstruction Srinath Sridhar Davis Rempe Julien P. C. Valentin Sofien Bouaziz Leonidas J. Guibas 3DV 16 31 0 01 Jul 2019
Cerberus: A Multi-headed Derenderer Boyang Deng Simon Kornblith Geoffrey E. Hinton 3DH 33 8 0 28 May 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 15 427 0 09 May 2019