PointMBF: A Multi-scale Bidirectional Fusion Network for Unsupervised RGB-D Point Cloud Registration

9 August 2023

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Papers citing "PointMBF: A Multi-scale Bidirectional Fusion Network for Unsupervised RGB-D Point Cloud Registration"

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Title
Boosting 3D Point Cloud Registration by Transferring Multi-modality Knowledge Mingzhi Yuan Xiaoshui Huang Kexue Fu Zhihao Li Manning Wang 3DPC 61 6 0 10 Feb 2023
GMF: General Multimodal Fusion Framework for Correspondence Outlier Rejection Xiaoshui Huang Wentao Qu Yifan Zuo Yuming Fang Xiaowei Zhao 39 14 0 01 Nov 2022
PointCLM: A Contrastive Learning-based Framework for Multi-instance Point Cloud Registration Ming-Dong Yuan Zhihao Li Qiuye Jin Xinrong Chen Manning Wang 3DPC 61 10 0 01 Sep 2022
Improving RGB-D Point Cloud Registration by Learning Multi-scale Local Linear Transformation Ziming Wang Xiao Huo Zhen Chen Jing Zhang Lu Sheng Dong Xu 3DPC 42 18 0 31 Aug 2022
Robust RGB-D Fusion for Saliency Detection Zongwei Wu Shriarulmozhivarman Gobichettipalayam Brahim Tamadazte Guillaume Allibert D. Paudel C. Demonceaux 130 28 0 02 Aug 2022
REGTR: End-to-end Point Cloud Correspondences with Transformers Zi Jian Yew Gim Hee Lee 3DPC ViT 86 177 0 28 Mar 2022
DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection Yingwei Li Adams Wei Yu Tianjian Meng Benjamin Caine Jiquan Ngiam ... Yifeng Lu Denny Zhou Quoc V. Le Alan Yuille Mingxing Tan 3DPC 100 341 0 15 Mar 2022
Geometric Transformer for Fast and Robust Point Cloud Registration Zheng Qin Hao Yu Changjian Wang Yulan Guo Yuxing Peng Kaiping Xu ViT 3DPC 72 307 0 14 Feb 2022
COTReg:Coupled Optimal Transport based Point Cloud Registration Guofeng Mei Xiaoshui Huang Litao Yu Jian Zhang Bennamoun 3DPC 56 9 0 29 Dec 2021
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang Bolei Zhou Hang Zhao 3DPC SSL 82 66 0 09 Dec 2021
You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors Haiping Wang Yuan Liu Zhen Dong Wenping Wang 3DPC 72 130 0 01 Sep 2021
Bootstrap Your Own Correspondences Mohamed El Banani Justin Johnson 3DPC SSL 66 33 0 01 Jun 2021
Pri3D: Can 3D Priors Help 2D Representation Learning? Ji Hou Saining Xie Benjamin Graham Angela Dai Matthias Nießner SSL 3DPC MDE 133 80 0 22 Apr 2021
Bidirectional Projection Network for Cross Dimension Scene Understanding Wenbo Hu Hengshuang Zhao Li Jiang Jiaya Jia T. Wong 3DV 3DPC 72 132 0 26 Mar 2021
PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency Xuyang Bai Zixin Luo Lei Zhou Hongkai Chen Lei Li Zeyu Hu Hongbo Fu Chiew-Lan Tai 3DPC 57 257 0 09 Mar 2021
A comprehensive survey on point cloud registration Xiaoshui Huang Guofeng Mei Jian Zhang R. Abbas 3DPC 49 261 0 03 Mar 2021
FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation Yisheng He Haibin Huang Haoqiang Fan Qifeng Chen Jian Sun 3DPC 3DH 83 273 0 03 Mar 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 267 748 0 02 Mar 2021
UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering Mohamed El Banani Luya Gao Justin Johnson 3DPC 47 59 0 23 Feb 2021
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 261 847 0 20 Dec 2020
PREDATOR: Registration of 3D Point Clouds with Low Overlap Shengyu Huang Zan Gojcic Mikhail (Misha) Usvyatsov A. Wieser Konrad Schindler 3DPC 80 487 0 25 Nov 2020
SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration Sheng Ao Qingyong Hu Bo Yang Andrew Markham Yulan Guo 3DPC OOD 89 280 0 24 Nov 2020
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 258 4,072 0 20 Nov 2020
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation Xiaokang Chen Kwan-Yee Lin Jingbo Wang Wayne Wu Chao Qian Hongsheng Li Gang Zeng MDE 92 315 0 17 Jul 2020
EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection Tengteng Huang Zhe Liu Xiwu Chen X. Bai 3DPC 64 365 0 17 Jul 2020
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention Angelos Katharopoulos Apoorv Vyas Nikolaos Pappas Franccois Fleuret 203 1,786 0 29 Jun 2020
Deep Global Registration Chris Choy W. Dong V. Koltun 3DPC 57 471 0 24 Apr 2020
D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features Xuyang Bai Zixin Luo Lei Zhou Hongbo Fu Long Quan Chiew-Lan Tai 3DPC 80 393 0 06 Mar 2020
Learning multiview 3D point cloud registration Zan Gojcic Caifa Zhou Jan Dirk Wegner Leonidas Guibas Tolga Birdal 3DPC 84 167 0 15 Jan 2020
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 127 1,949 0 26 Nov 2019
PointPainting: Sequential Fusion for 3D Object Detection Sourabh Vora Alex H. Lang Bassam Helou Oscar Beijbom 3DPC 109 793 0 22 Nov 2019
PVN3D: A Deep Point-wise 3D Keypoints Voting Network for 6DoF Pose Estimation Yisheng He Wei Sun Haibin Huang Jianran Liu Haoqiang Fan Jian Sun 3DPC 136 470 0 11 Nov 2019
Multi-view PointNet for 3D Scene Understanding M. Jaritz Jiayuan Gu Hao Su 3DPC 195 161 0 30 Sep 2019
DeepICP: An End-to-End Deep Neural Network for 3D Point Cloud Registration Weixin Lu Guowei Wan Yao Zhou Xiangyu Fu P. Yuan Shiyu Song 3DPC 3DV 77 274 0 10 May 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 171 2,541 0 18 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 167 1,794 0 18 Apr 2019
Frustum ConvNet: Sliding Frustums to Aggregate Local Point-Wise Features for Amodal 3D Object Detection Zhixin Wang Kui Jia 3DPC 86 444 0 05 Mar 2019
DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion Chen Wang Danfei Xu Yuke Zhu Roberto Martín-Martín Cewu Lu Li Fei-Fei Silvio Savarese MDE 107 958 0 15 Jan 2019
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 46 324 0 28 Mar 2018
Depth-aware CNN for RGB-D Segmentation Weiyue Wang Ulrich Neumann SSeg 140 256 0 19 Mar 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 257 6,169 0 24 Jan 2018
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 498 4,081 0 14 Feb 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 493 14,360 0 02 Dec 2016
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 144 1,419 0 03 May 2015
Learning Rich Features from RGB-D Images for Object Detection and Segmentation Saurabh Gupta Ross B. Girshick Pablo Arbeláez Jitendra Malik ObjD 127 1,561 0 22 Jul 2014