SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape Correspondence

16 September 2022

Souhaib Attaiki

Papers citing "SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape Correspondence"

50 / 57 papers shown

Title
DPFM: Deep Partial Functional Maps Souhaib Attaiki Gautam Pai M. Ovsjanikov 58 59 0 19 Oct 2021
Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds Siyuan Huang Yichen Xie Song-Chun Zhu Yixin Zhu 3DPC 69 206 0 01 Sep 2021
RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection Yongming Rao Benlin Liu Yi Wei Jiwen Lu Cho-Jui Hsieh Jie Zhou 3DPC 79 50 0 17 Aug 2021
Parametric Contrastive Learning Jiequan Cui Zhisheng Zhong Shu Liu Bei Yu Jiaya Jia 82 275 0 26 Jul 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Xiang Gao Wei Hu Xin Li 3DPC SSL 36 81 0 05 Jul 2021
NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go Marvin Eisenberger David Novotny Gael Kerchenbaum Patrick Labatut Natalia Neverova Daniel Cremers Andrea Vedaldi 3DH 3DPC 96 69 0 17 Jun 2021
Field Convolutions for Surface CNNs Thomas W. Mitchel Vladimir G. Kim Michael Kazhdan 49 19 0 08 Apr 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 40 256 0 09 Mar 2021
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts Ji Hou Benjamin Graham Matthias Nießner Saining Xie 3DPC 86 269 0 16 Dec 2020
DiffusionNet: Discretization Agnostic Learning on Surfaces Nicholas Sharp Souhaib Attaiki Keenan Crane M. Ovsjanikov 3DH 51 203 0 01 Dec 2020
PREDATOR: Registration of 3D Point Clouds with Low Overlap Shengyu Huang Zan Gojcic Mikhail (Misha) Usvyatsov A. Wieser Konrad Schindler 3DPC 44 482 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 61 278 0 24 Nov 2020
Deep Shells: Unsupervised Shape Correspondence with Optimal Transport Marvin Eisenberger Aysim Toker Laura Leal-Taixé Daniel Cremers OT 3DPC 80 80 0 28 Oct 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 50 52 0 03 Aug 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas Guibas Or Litany 3DPC 196 634 0 21 Jul 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 329 6,773 0 13 Jun 2020
CNNs on Surfaces using Rotation-Equivariant Features R. Wiersma E. Eisemann Klaus Hildebrandt 109 69 0 02 Jun 2020
Deep Global Registration Chris Choy W. Dong V. Koltun 3DPC 53 470 0 24 Apr 2020
Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence Nicolas Donati Abhishek Sharma M. Ovsjanikov AAML 3DPC 89 155 0 31 Mar 2020
RPM-Net: Robust Point Matching using Learned Features Zi Jian Yew Gim Hee Lee 3DPC 53 439 0 30 Mar 2020
End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds Lei Li Siyu Zhu Hongbo Fu P. Tan Chiew-Lan Tai 3DPC 80 106 0 12 Mar 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 60 390 0 06 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 323 18,686 0 13 Feb 2020
Deep Graph Matching Consensus Matthias Fey J. E. Lenssen Christopher Morris Jonathan Masci Nils M. Kriege 63 210 0 27 Jan 2020
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 75 1,664 0 27 Dec 2019
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 99 1,929 0 26 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 163 12,050 0 13 Nov 2019
Smooth Shells: Multi-Scale Shape Registration with Functional Maps Marvin Eisenberger Zorah Lähner Daniel Cremers 59 94 0 29 May 2019
Deep Closest Point: Learning Representations for Point Cloud Registration Yue Wang Justin Solomon 3DPC 55 848 0 08 May 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 149 2,527 0 18 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 145 1,780 0 18 Apr 2019
ZoomOut: Spectral Upsampling for Efficient Shape Correspondence Simone Melzi Jing Ren Emanuele Rodolà Abhishek Sharma Peter Wonka M. Ovsjanikov 39 83 0 16 Apr 2019
Learning Combinatorial Embedding Networks for Deep Graph Matching Runzhong Wang Junchi Yan Xiaokang Yang 45 236 0 01 Apr 2019
Unsupervised Deep Learning for Structured Shape Matching Jean-Michel Roufosse Abhishek Sharma M. Ovsjanikov 3DPC 45 139 0 10 Dec 2018
The Perfect Match: 3D Point Cloud Matching with Smoothed Densities Zan Gojcic Caifa Zhou Jan Dirk Wegner A. Wieser 3DPC 3DV 67 456 0 16 Nov 2018
Neighbourhood Consensus Networks Ignacio Rocco Mircea Cimpoi Relja Arandjelović Akihiko Torii Tomas Pajdla Josef Sivic 75 389 0 24 Oct 2018
Large scale evaluation of local image feature detectors on homography datasets Karel Lenc Andrea Vedaldi 60 36 0 20 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 282 10,253 0 10 Jul 2018
3D-CODED : 3D Correspondences by Deep Deformation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 146 328 0 13 Jun 2018
Continuous and Orientation-preserving Correspondences via Functional Maps Jing Ren A. Poulenard Peter Wonka M. Ovsjanikov 40 166 0 12 Jun 2018
PPFNet: Global Context Aware Local Features for Robust 3D Point Matching Haowen Deng Tolga Birdal Slobodan Ilic 3DV 3DPC 66 548 0 07 Feb 2018
SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels Matthias Fey J. E. Lenssen F. Weichert H. Müller 3DPC 142 440 0 24 Nov 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 315 11,062 0 07 Jun 2017
Deep Functional Maps: Structured Prediction for Dense Shape Correspondence Or Litany Tal Remez Emanuele Rodolà A. Bronstein M. Bronstein 3DPC 131 284 0 27 Apr 2017
HPatches: A benchmark and evaluation of handcrafted and learned local descriptors Vassileios Balntas Karel Lenc Andrea Vedaldi K. Mikolajczyk 89 719 0 19 Apr 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 436 4,040 0 14 Feb 2017
Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space Matthias Vestner R. Litman Emanuele Rodolà A. Bronstein Daniel Cremers 68 130 0 03 Jan 2017
Large-Scale Image Retrieval with Attentive Deep Local Features Hyeonwoo Noh A. Araújo Jack Sim Tobias Weyand Bohyung Han 3DV 110 769 0 19 Dec 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 683 3,274 0 24 Nov 2016
3D Menagerie: Modeling the 3D shape and pose of animals Silvia Zuffi Angjoo Kanazawa David Jacobs Michael J. Black 3DH 79 385 0 23 Nov 2016