Voxel-based 3D Detection and Reconstruction of Multiple Objects from a Single Image

4 November 2021

Xiaoming Liu

Papers citing "Voxel-based 3D Detection and Reconstruction of Multiple Objects from a Single Image"

50 / 57 papers shown

Title
Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction Feng Liu Luan Tran Xiaoming Liu 3DV 62 16 0 02 Apr 2021
GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection Abhinav Kumar Garrick Brazil Xiaoming Liu 72 92 0 31 Mar 2021
Categorical Depth Distribution Network for Monocular 3D Object Detection Cody Reading Ali Harakeh Julia Chae Steven L. Waslander 3DPC 255 494 0 01 Mar 2021
Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes Towaki Takikawa Joey Litalien K. Yin Karsten Kreis Charles T. Loop Derek Nowrouzezahrai Alec Jacobson M. McGuire Sanja Fidler 3DV 91 522 0 26 Jan 2021
From Points to Multi-Object 3D Reconstruction Francis Engelmann Konstantinos Rematas Bastian Leibe V. Ferrari 3DPC 75 42 0 21 Dec 2020
Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence Feng Liu Xiaoming Liu 3DPC 80 36 0 23 Oct 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 266 1,269 0 22 Jul 2020
Kinematic 3D Object Detection in Monocular Video Garrick Brazil Gerard Pons-Moll Xiaoming Liu Bernt Schiele 3DPC 69 174 0 19 Jul 2020
UCLID-Net: Single View Reconstruction in Object Space Benoît Guillard Edoardo Remelli Pascal Fua 3DV 39 7 0 06 Jun 2020
FroDO: From Detections to 3D Objects Kejie Li Martin Rünz Meng Tang Lingni Ma Chen Kong ... Ian Reid Lourdes Agapito Julian Straub S. Lovegrove Richard Newcombe 3DPC 55 72 0 11 May 2020
A Simple and Scalable Shape Representation for 3D Reconstruction Mateusz Michalkiewicz Eugene Belilovsky Mahsa Baktash Anders P. Eriksson 3DV 55 10 0 10 May 2020
CoReNet: Coherent 3D scene reconstruction from a single RGB image S. Popov Pablo Bauszat V. Ferrari 3DPC 3DV 68 72 0 27 Apr 2020
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction Rohan Chabra J. E. Lenssen Eddy Ilg Tanner Schmidt Julian Straub S. Lovegrove Richard Newcombe 85 465 0 24 Mar 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 308 561 0 19 Mar 2020
MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships Yongjiang Chen L. Tai Kai-Lung Sun Mingyang Li 3DPC 58 262 0 01 Mar 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 99 207 0 27 Feb 2020
SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation Zechen Liu Zizhang Wu R. Tóth 3DPC 111 363 0 24 Feb 2020
BSP-Net: Generating Compact Meshes via Binary Space Partitioning Zhiqin Chen Andrea Tagliasacchi Hao Zhang 107 311 0 16 Nov 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 58 255 0 12 Sep 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 60 241 0 05 Aug 2019
M3D-RPN: Monocular 3D Region Proposal Network for Object Detection Garrick Brazil Xiaoming Liu 3DPC 90 462 0 13 Jul 2019
Disentangling Monocular 3D Object Detection Andrea Simonelli Samuel Rota Buló Lorenzo Porzi Manuel López-Antequera Peter Kontschieder 3DPC 58 453 0 29 May 2019
Deep Fitting Degree Scoring Network for Monocular 3D Object Detection Lijie Liu Jiwen Lu Chunjing Xu Qi Tian Jie Zhou 3DPC 54 155 0 26 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 110 3,257 0 16 Apr 2019
Learning Shape Templates with Structured Implicit Functions Kyle Genova Forrester Cole Daniel Vlasic Aaron Sarna William T. Freeman Thomas Funkhouser 3DV 82 383 0 12 Apr 2019
Disentangled Representation Learning for 3D Face Shape Zi-Hang Jiang Qianyi Wu Keyu Chen Juyong Zhang DRL 3DH CoGe CVBM 42 110 0 26 Feb 2019
3D Face Modeling From Diverse Raw Scan Data Feng Liu Luan Tran Xiaoming Liu 3DH 3DV CVBM 60 49 0 13 Feb 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,688 0 16 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 249 2,899 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 148 1,633 0 06 Dec 2018
Visual Object Networks: Image Generation with Disentangled 3D Representation Jun-Yan Zhu Zhoutong Zhang Chengkai Zhang Jiajun Wu Antonio Torralba J. Tenenbaum Bill Freeman DRL CoGe OCL 77 254 0 06 Dec 2018
DeepVoxels: Learning Persistent 3D Feature Embeddings Vincent Sitzmann Justus Thies Felix Heide Matthias Nießner Gordon Wetzstein Michael Zollhöfer SSL 3DPC MDE 123 668 0 03 Dec 2018
Scan2CAD: Learning CAD Model Alignment in RGB-D Scans A. Avetisyan Manuel Dahnert Angela Dai Manolis Savva Angel X. Chang Matthias Nießner 3DPC 3DV 68 232 0 27 Nov 2018
Orthographic Feature Transform for Monocular 3D Object Detection Thomas Roddick Alex Kendall R. Cipolla 80 369 0 20 Nov 2018
Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation Siyuan Huang Siyuan Qi Yinxue Xiao Yixin Zhu Ying Nian Wu Song-Chun Zhu 72 88 0 31 Oct 2018
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image Siyuan Huang Siyuan Qi Yixin Zhu Yinxue Xiao Yuanlu Xu Song-Chun Zhu 3DV 85 131 0 07 Aug 2018
Generating 3D faces using Convolutional Mesh Autoencoders Anurag Ranjan Timo Bolkart Soubhik Sanyal Michael J. Black CVBM 3DH 66 574 0 26 Jul 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling Xingyuan Sun Jiajun Wu Xiuming Zhang Zhoutong Zhang Chengkai Zhang Tianfan Xue J. Tenenbaum William T. Freeman 3DV 90 456 0 12 Apr 2018
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Wen Liu Yu-Gang Jiang 3DV 113 1,330 0 05 Apr 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 140 1,184 0 15 Feb 2018
MarrNet: 3D Shape Reconstruction via 2.5D Sketches Jiajun Wu Yifan Wang Tianfan Xue Xingyuan Sun Bill Freeman J. Tenenbaum 3DV 91 420 0 08 Nov 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 124 2,997 0 07 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 704 131,652 0 12 Jun 2017
CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction Keisuke Tateno Federico Tombari Iro Laina Nassir Navab MDE 81 684 0 11 Apr 2017
Deep MANTA: A Coarse-to-fine Many-Task Network for joint 2D and 3D vehicle analysis from monocular image Florian Chabot Mohamed Chaouch Jaonary Rabarisoa Céline Teulière Thierry Chateau 3DPC 72 426 0 22 Mar 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 477 4,062 0 14 Feb 2017
Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing Chi Li M. Zia Quoc-Huy Tran Xiang Yu Gregory Hager Manmohan Chandraker 3DPC 3DV 64 91 0 08 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 484 14,320 0 02 Dec 2016
Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis Angela Dai C. Qi Matthias Nießner 3DV 3DPC 78 606 0 01 Dec 2016
Fast Single Shot Detection and Pose Estimation Patrick Poirson Phil Ammirato Cheng-Yang Fu Wei Liu Jana Kosecka Alexander C. Berg 3DPC 75 111 0 19 Sep 2016