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Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation

8 May 2019

Papers citing "Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation"

47 / 97 papers shown

Title
3D Shape Sequence of Human Comparison and Classification using Current and Varifolds E. Pierson Mohamed Daoudi Sylvain Arguillere 3DH 46 7 0 25 Jul 2022
Structure-aware Editable Morphable Model for 3D Facial Detail Animation and Manipulation Jingwang Ling Peng Kuang Ming Lu Quan Wang Chao Qian Feng Xu 3DH 40 7 0 19 Jul 2022
$Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound$ Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound S. Thomas A. Gilbert Guy Ben-Yosef 43 30 0 06 Jul 2022
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Hongyu Yang Di Huang Liming Chen 3DH 99 59 0 28 Mar 2022
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs Araceli Morales A. R. Porras M. Linguraru Gemma Piella Federico Sukno 3DH CVBM 47 5 0 11 Mar 2022
Building 3D Generative Models from Minimal Data Skylar Sutherland Bernhard Egger J. Tenenbaum 3DH 109 5 0 04 Mar 2022
Generating Diverse 3D Reconstructions from a Single Occluded Face Image Rahul Dey Vishnu Boddeti CVBM 3DH 73 7 0 01 Dec 2021
FaceTuneGAN: Face Autoencoder for Convolutional Expression Transfer Using Neural Generative Adversarial Networks Nicolas Olivier Kelian Baert F. Danieau Franck Multon Quentin Avril CVBM 3DH 85 18 0 01 Dec 2021
FaceScape: 3D Facial Dataset and Benchmark for Single-View 3D Face Reconstruction Hao Zhu Haotian Yang Longwei Guo Yiding Zhang Yanru Wang Mingkai Huang Menghua Wu Qiu Shen Ruigang Yang Xun Cao CVBM 3DH 115 40 0 01 Nov 2021
Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes Sara Hahner Jochen Garcke AI4CE 83 17 0 18 Oct 2021
PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation Mohsen Yavartanoo Shih-Hsuan Hung Reyhaneh Neshatavar Yue Zhang Kyoung Mu Lee 79 17 0 15 Oct 2021
Neural Human Deformation Transfer J. Basset A. Boukhayma Stefanie Wuhrer Franck Multon Edmond Boyer 3DH 32 9 0 03 Sep 2021
Unsupervised Dense Deformation Embedding Network for Template-Free Shape Correspondence Ronghan Chen Yang Cong Jiahua Dong 3DPC 53 4 0 26 Aug 2021
A Riemannian Framework for Analysis of Human Body Surface E. Pierson Mohamed Daoudi A. Tumpach 3DH 38 8 0 25 Aug 2021
ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators Qi-Xing Huang Xiangru Huang Bo Sun Zaiwei Zhang Junfeng Jiang Minh Nguyen 98 36 0 21 Aug 2021
3D Shapes Local Geometry Codes Learning with SDF Shun Yao Fei Yang Yongmei Cheng M. Mozerov 3DV 73 15 0 19 Aug 2021
3D human tongue reconstruction from single "in-the-wild" images Stylianos Ploumpis Stylianos Moschoglou Vasileios Triantafyllou Stefanos Zafeiriou 3DH 125 6 0 23 Jun 2021
Sparse to Dense Dynamic 3D Facial Expression Generation N. Otberdout Claudio Ferrari Mohamed Daoudi Stefano Berretti A. Bimbo 3DH 107 23 0 16 May 2021
Learning Feature Aggregation for Deep 3D Morphable Models Zhixiang Chen Tae-Kyun Kim 3DPC 3DH 89 25 0 05 May 2021
Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation Anis Kacem K. Cherenkova Djamila Aouada CVBM 48 2 0 20 Apr 2021
Dual Mesh Convolutional Networks for Human Shape Correspondence Nitika Verma A. Boukhayma Jakob Verbeek Edmond Boyer 3DH 30 5 0 23 Mar 2021
Mimetic Neural Networks: A unified framework for Protein Design and Folding Moshe Eliasof Tue Boesen E. Haber C. Keasar Eran Treister AI4CE 71 12 0 07 Feb 2021
Adjoint Rigid Transform Network: Task-conditioned Alignment of 3D Shapes Keyang Zhou Bharat Lal Bhatnagar Bernt Schiele Gerard Pons-Moll 3DPC 67 5 0 01 Feb 2021
Populating 3D Scenes by Learning Human-Scene Interaction Mohamed Hassan Partha Ghosh J. Tesch Dimitrios Tzionas Michael J. Black 3DH 98 146 0 21 Dec 2020
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation Mehdi Bahri Eimear O' Sullivan Shunwang Gong Feng Liu Xiaoming Liu M. Bronstein Stefanos Zafeiriou CVBM 3DH 87 17 0 16 Dec 2020
Building 3D Morphable Models from a Single Scan Skylar Sutherland Bernhard Egger J. Tenenbaum 28 7 0 24 Nov 2020
Survey on 3D face reconstruction from uncalibrated images Araceli Morales Gemma Piella Federico Sukno 3DH 67 63 0 11 Nov 2020
LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints Qingyang Tan Zherong Pan Tianyi Zhou 3DH 77 10 0 06 Nov 2020
3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties S. Mahdi N. Nauwelaers P. Joris Giorgos Bouritsas Shunwang Gong ... Susan Walsh M. Shriver M. Bronstein P. Claes . 3DH 62 5 0 10 Sep 2020
Improved Modeling of 3D Shapes with Multi-view Depth Maps Kamal Gupta Susmija Jabbireddy Ketul Shah Abhinav Shrivastava Matthias Zwicker 3DV 43 5 0 07 Sep 2020
Reconstructing NBA Players Luyang Zhu Konstantinos Rematas Brian L. Curless S. M. Seitz Ira Kemelmacher-Shlizerman 3DH 70 41 0 27 Jul 2020
Unsupervised Shape and Pose Disentanglement for 3D Meshes Keyang Zhou Bharat Lal Bhatnagar Gerard Pons-Moll 3DH DRL 58 78 0 22 Jul 2020
Learning to Generate Customized Dynamic 3D Facial Expressions Rolandos Alexandros Potamias Jiali Zheng Stylianos Ploumpis Giorgos Bouritsas Evangelos Ververas Stefanos Zafeiriou 3DH 112 22 0 19 Jul 2020
Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Jiankang Deng Yannis Panagakis Stefanos Zafeiriou 87 94 0 20 Jun 2020
Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting Giorgos Bouritsas Fabrizio Frasca Stefanos Zafeiriou M. Bronstein 136 440 0 16 Jun 2020
Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels Yi Zhou Chenglei Wu Zimo Li Chen Cao Yuting Ye Jason M. Saragih Hao Li Yaser Sheikh 58 77 0 08 Jun 2020
A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D Faces Claudio Ferrari Stefano Berretti P. Pala A. Bimbo 3DV 3DH CVBM 55 24 0 06 Jun 2020
Unsupervised Geometric Disentanglement for Surfaces via CFAN-VAE N. Joseph Tatro Stefan C. Schonsheck Rongjie Lai CoGe DRL 37 9 0 23 May 2020
Learning Local Neighboring Structure for Robust 3D Shape Representation Zhongpai Gao Junchi Yan Guangtao Zhai Juyong Zhang Yiyan Yang Xiaokang Yang 3DV 55 17 0 21 Apr 2020
Geometrically Principled Connections in Graph Neural Networks Shunwang Gong Mehdi Bahri M. Bronstein Stefanos Zafeiriou GNN AI4CE 89 21 0 06 Apr 2020
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild Dominik Kulon R. Güler Iasonas Kokkinos M. Bronstein Stefanos Zafeiriou 3DH 53 210 0 04 Apr 2020
BCNet: Learning Body and Cloth Shape from A Single Image Boyi Jiang Juyong Zhang Yang Hong Jinhao Luo Ligang Liu Hujun Bao AI4CE 3DH 122 167 0 01 Apr 2020
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs P. D. Haan Maurice Weiler Taco S. Cohen Max Welling 164 130 0 11 Mar 2020
$Π-$ nets: Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Yannis Panagakis Jiankang Deng Stefanos Zafeiriou 85 61 0 08 Mar 2020
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator Shunwang Gong Lei Chen M. Bronstein Stefanos Zafeiriou 3DH 136 148 0 13 Nov 2019
DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming Objects E. Tretschk A. Tewari Michael Zollhöfer Vladislav Golyanik Christian Theobalt AI4CE 3DV 87 42 0 24 May 2019
Single Image 3D Hand Reconstruction with Mesh Convolutions Dominik Kulon Haoyang Wang R. Güler M. Bronstein Stefanos Zafeiriou 3DH 83 58 0 04 May 2019