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Unsupervised Learning of Category-Specific Symmetric 3D Keypoints from Point Sets

17 March 2020

Clara Fernandez-Labrador

Luc Van Gool

Papers citing "Unsupervised Learning of Category-Specific Symmetric 3D Keypoints from Point Sets"

24 / 24 papers shown

Title
SelfGeo: Self-supervised and Geodesic-consistent Estimation of Keypoints on Deformable Shapes Mohammad Zohaib Luca Cosmo Alessio Del Bue 3DPC 82 3 0 05 Aug 2024
Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds Jadie Adams Shireen Y. Elhabian 106 0 0 15 May 2024
SC3K: Self-supervised and Coherent 3D Keypoints Estimation from Rotated, Noisy, and Decimated Point Cloud Data Mohammad Zohaib Alessio Del Bue 3DPC 75 9 0 10 Aug 2023
3D Keypoint Estimation Using Implicit Representation Learning Xiangyu Zhu Dong Du Haibin Huang Chongyang Ma Xiaoguang Han 3DH 3DPC 72 1 0 20 Jun 2023
Point2SSM: Learning Morphological Variations of Anatomies from Point Cloud Jadie Adams Shireen Y. Elhabian 3DPC 77 11 0 23 May 2023
Unsupervised 3D Keypoint Discovery with Multi-View Geometry S. Honari Chen Zhao Mathieu Salzmann Pascal Fua 3DH 56 1 0 23 Nov 2022
Semantic keypoint extraction for scanned animals using multi-depth-camera systems Raphael Guenot-Falque Teresa Vidal-Calleja A. Alempijevic 3DPC 42 6 0 16 Nov 2022
Skeleton-free Pose Transfer for Stylized 3D Characters Zhouyingcheng Liao Jimei Yang Jun Saito Gerard Pons-Moll Yang Zhou 3DH 66 31 0 28 Jul 2022
SNAKE: Shape-aware Neural 3D Keypoint Field Chengliang Zhong Peixing You Xiaoxue Chen Hao Zhao Gang Hua Guyue Zhou Xiaodong Mu Chuang Gan Wen-bing Huang 3DPC 83 13 0 03 Jun 2022
LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints Junshu Tang Zhijun Gong Ran Yi Yuan Xie Lizhuang Ma 3DPC 69 53 0 31 Mar 2022
Unsupervised Learning of 3D Semantic Keypoints with Mutual Reconstruction Haocheng Yuan Chen Zhao Shichao Fan Jiaxi Jiang Jiaqi Yang 3DV 3DPC 25 6 0 19 Mar 2022
OMAD: Object Model with Articulated Deformations for Pose Estimation and Retrieval Han Xue Liu Liu Wenqiang Xu Haoyuan Fu Cewu Lu 52 13 0 14 Dec 2021
Joint Symmetry Detection and Shape Matching for Non-Rigid Point Cloud Abhishek Sharma M. Ovsjanikov 3DPC 3DV 46 1 0 05 Dec 2021
Learning Canonical Embedding for Non-rigid Shape Matching Abhishek Sharma M. Ovsjanikov 3DV 74 1 0 06 Oct 2021
Two-Stage Mesh Deep Learning for Automated Tooth Segmentation and Landmark Localization on 3D Intraoral Scans Tai-Hsien Wu C. Lian Sanghee Lee Matthew F. Pastewait Christian Piers ... Wenchi Wang C. Jackson Wei-Lun Chao Dinggang Shen Ching-Chang Ko 3DV 116 57 0 24 Sep 2021
Representing Shape Collections with Alignment-Aware Linear Models Romain Loiseau Tom Monnier Mathieu Aubry Loïc Landrieu 3DPC 3DV 57 8 0 03 Sep 2021
DOVE: Learning Deformable 3D Objects by Watching Videos Shangzhe Wu Tomas Jakab Christian Rupprecht Andrea Vedaldi 3DH 125 65 0 22 Jul 2021
KeypointDeformer: Unsupervised 3D Keypoint Discovery for Shape Control Tomas Jakab Richard Tucker A. Makadia Jiajun Wu Noah Snavely Angjoo Kanazawa 3DPC 120 62 0 22 Apr 2021
LatentKeypointGAN: Controlling GANs via Latent Keypoints Xingzhe He Bastian Wandt Helge Rhodin GAN 109 6 0 29 Mar 2021
Skeleton Merger: an Unsupervised Aligned Keypoint Detector Ruoxi Shi Zhengrong Xue Yang You Cewu Lu 3DPC 58 31 0 19 Mar 2021
Canonical Capsules: Self-Supervised Capsules in Canonical Pose Weiwei Sun Andrea Tagliasacchi Boyang Deng S. Sabour S. Yazdani Geoffrey E. Hinton K. M. Yi 3DPC 87 49 0 08 Dec 2020
UKPGAN: A General Self-Supervised Keypoint Detector Yang You Wenhai Liu Yanjie Ze Yong-Lu Li Weiming Wang Cewu Lu 3DPC 105 20 0 24 Nov 2020
Distinctive 3D local deep descriptors Fabio Poiesi Davide Boscaini 3DPC 72 48 0 01 Sep 2020
A Rotation-Invariant Framework for Deep Point Cloud Analysis Xianzhi Li Ruihui Li Guangyong Chen Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 168 109 0 16 Mar 2020