Implicit Geometric Regularization for Learning Shapes

24 February 2020

Papers citing "Implicit Geometric Regularization for Learning Shapes"

50 / 623 papers shown

Title
DeepMIF: Deep Monotonic Implicit Fields for Large-Scale LiDAR 3D Mapping Kutay Yilmaz Matthias Nießner Anastasiia Kornilova Alexey Artemov 35 0 0 26 Mar 2024
LeGO: Leveraging a Surface Deformation Network for Animatable Stylized Face Generation with One Example Soyeon Yoon Kwan Yun Kwanggyoon Seo Sihun Cha Jung Eun Yoo Junyong Noh 3DH 35 0 0 22 Mar 2024
PoNQ: a Neural QEM-based Mesh Representation Nissim Maruani M. Ovsjanikov Pierre Alliez Mathieu Desbrun 46 6 0 19 Mar 2024
GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors Yang Li Ruizheng Wu Jiyong Li Ying-Cong Chen 62 1 0 18 Mar 2024
NeuralOCT: Airway OCT Analysis via Neural Fields Yining Jiao Amy Oldenburg Yinghan Xu Srikamal J. Soundararajan C. Zdanski Julia Kimbell Marc Niethammer 35 0 0 15 Mar 2024
NECA: Neural Customizable Human Avatar Junjin Xiao Qing Zhang Zhan Xu Weihua Zheng 40 1 0 15 Mar 2024
Interactive Distance Field Mapping and Planning to Enable Human-Robot Collaboration Usama Ali Lan Wu Adrian Mueller F. Sukkar Tobias Kaupp Teresa Vidal-Calleja 21 3 0 15 Mar 2024
Learning Generalizable Feature Fields for Mobile Manipulation Ri-Zhao Qiu Yafei Hu Ge Yang Yuchen Song Yang Fu ... Jiteng Mu Ruihan Yang Nikolay Atanasov Sebastian Scherer Xiaolong Wang 40 27 0 12 Mar 2024
Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction Souhaib Attaiki M. Ovsjanikov 3DPC 47 5 0 11 Mar 2024
MagicClay: Sculpting Meshes With Generative Neural Fields Amir Barda Vladimir G. Kim Noam Aigerman Amit H. Bermano Thibault Groueix AI4CE 34 7 0 04 Mar 2024
AiSDF: Structure-aware Neural Signed Distance Fields in Indoor Scenes Jaehoon Jang Inha Lee Minje Kim Kyungdon Joo 26 0 0 04 Mar 2024
Unsigned Orthogonal Distance Fields: An Accurate Neural Implicit Representation for Diverse 3D Shapes Yujie Lu Long Wan Nayu Ding Yulong Wang Shuhan Shen Shen Cai Lin Gao 42 5 0 03 Mar 2024
Neural Implicit Swept Volume Models for Fast Collision Detection Dominik Joho Jonas Schwinn Kirill Safronov 16 2 0 23 Feb 2024
TaylorGrid: Towards Fast and High-Quality Implicit Field Learning via Direct Taylor-based Grid Optimization Renyi Mao Qingshan Xu Peng Zheng Ye Wang Tieru Wu Rui Ma 37 0 0 22 Feb 2024
Geometry-Informed Neural Networks Arturs Berzins Andreas Radler Sebastian Sanokowski Sepp Hochreiter Johannes Brandstetter GAN AI4CE 38 1 0 21 Feb 2024
How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey Fabio Tosi Youming Zhang Ziren Gong Erik Sandström S. Mattoccia Martin R. Oswald Matteo Poggi 3DGS 63 54 0 20 Feb 2024
Polyhedral Complex Derivation from Piecewise Trilinear Networks Jin-Hwa Kim 26 0 1 16 Feb 2024
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling Miguel Fainstein Viviana Siless Emmanuel Iarussi 16 4 0 14 Feb 2024
H2O-SDF: Two-phase Learning for 3D Indoor Reconstruction using Object Surface Fields Minyoung Park Mirae Do YeonJae Shin Jaeseok Yoo Jongkwang Hong Joongrock Kim Chul Lee 31 7 0 13 Feb 2024
MoD-SLAM: Monocular Dense Mapping for Unbounded 3D Scene Reconstruction Heng Zhou Zhetao Guo Shuhong Liu Lechen Zhang Qihao Wang Yuxiang Ren Mingrui Li MDE 36 13 0 06 Feb 2024
Geometry aware 3D generation from in-the-wild images in ImageNet Qijia Shen Guangrun Wang 3DV 17 0 0 31 Jan 2024
TIFu: Tri-directional Implicit Function for High-Fidelity 3D Character Reconstruction Byoung-Sung Lim Seong-Whan Lee 3DH 21 0 0 25 Jan 2024
Template-Free Single-View 3D Human Digitalization with Diffusion-Guided LRM Zhenzhen Weng Jingyuan Liu Hao Tan Zhan Xu Yang Zhou Serena Yeung-Levy Jimei Yang 3DH 40 8 0 22 Jan 2024
Multi-View Neural 3D Reconstruction of Micro-/Nanostructures with Atomic Force Microscopy Shuo Chen Mao Peng Yijin Li Bing-Feng Ju Hujun Bao Yuan-Liu Chen Guofeng Zhang 26 0 0 21 Jan 2024
HOSC: A Periodic Activation Function for Preserving Sharp Features in Implicit Neural Representations Danzel Serrano Jakub Szymkowiak Przemyslaw Musialski 13 5 0 20 Jan 2024
PIN-SLAM: LiDAR SLAM Using a Point-Based Implicit Neural Representation for Achieving Global Map Consistency Yue Pan Xingguang Zhong Louis Wiesmann Thorbjörn Posewsky Jens Behley C. Stachniss 3DPC 3DV 39 33 0 17 Jan 2024
PPSURF: Combining Patches and Point Convolutions for Detailed Surface Reconstruction Philipp Erler Lizeth J. Fuentes Perez Pedro Hermosilla Paul Guerrero Renato Pajarola Michael Wimmer 3DPC 35 0 0 16 Jan 2024
Online Learning of Continuous Signed Distance Fields Using Piecewise Polynomials Ante Marić Yiming Li Sylvain Calinon 18 4 0 15 Jan 2024
Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking Wei Cao Chang Luo Biao Zhang Matthias Nießner Jiapeng Tang DiffM 56 11 0 12 Jan 2024
Gaussian Shadow Casting for Neural Characters Luis Bolanos Shih-Yang Su Helge Rhodin 3DGS 26 9 0 11 Jan 2024
Sur2f: A Hybrid Representation for High-Quality and Efficient Surface Reconstruction from Multi-view Images Zhangjin Huang Zhihao Liang Haojie Zhang Yangkai Lin Kui Jia 3DH 3DV 31 3 0 08 Jan 2024
$N$^{3}$-Mapping: Normal Guided Neural Non-Projective Signed Distance Fields for Large-scale 3D Mapping$ N $^{3}$ -Mapping: Normal Guided Neural Non-Projective Signed Distance Fields for Large-scale 3D Mapping Shuangfu Song Junqiao Zhao Kai-Yung Huang Jiaye Lin Chen Ye T. Feng 49 3 0 07 Jan 2024
GridFormer: Point-Grid Transformer for Surface Reconstruction Shengtao Li G. Gao Yudong Liu Yu-Shen Liu M. Gu 3DPC 31 13 0 04 Jan 2024
Slot-guided Volumetric Object Radiance Fields Di Qi Tong Yang Xiangyu Zhang OCL 35 2 0 04 Jan 2024
On Optimal Sampling for Learning SDF Using MLPs Equipped with Positional Encoding Guying Lin Lei Yang Yuan Liu Congyi Zhang Junhui Hou Xiaogang Jin Taku Komura John Keyser Wenping Wang 49 1 0 02 Jan 2024
Wild2Avatar: Rendering Humans Behind Occlusions Tiange Xiang Adam Sun Scott Delp Kazuki Kozuka Fei-Fei Li Ehsan Adeli 29 3 0 31 Dec 2023
HISR: Hybrid Implicit Surface Representation for Photorealistic 3D Human Reconstruction Angtian Wang Yuanlu Xu N. Sarafianos Robert Maier Edmond Boyer Alan L. Yuille Tony Tung 3DH 30 4 0 28 Dec 2023
Dynamic Appearance Modeling of Clothed 3D Human Avatars using a Single Camera Han-Lim Lee Junuk Cha Yunhoe Ku Jae Shin Yoon Seungryul Baek 27 1 0 28 Dec 2023
In-Hand 3D Object Reconstruction from a Monocular RGB Video Shijian Jiang Qi Ye Rengan Xie Yuchi Huo Xiang Li Yang Zhou Jiming Chen 3DH 17 3 0 27 Dec 2023
Hyper-VolTran: Fast and Generalizable One-Shot Image to 3D Object Structure via HyperNetworks Christian Simon Sen He Juan-Manuel Perez-Rua Mengmeng Xu Amine Benhalloum Tao Xiang 22 2 0 24 Dec 2023
Objects as volumes: A stochastic geometry view of opaque solids Bailey Miller Hanyu Chen Alice Lai Ioannis Gkioulekas 53 5 0 24 Dec 2023
NeuSurf: On-Surface Priors for Neural Surface Reconstruction from Sparse Input Views Han Huang Yulun Wu Junsheng Zhou G. Gao M. Gu Yu-Shen Liu 35 23 0 21 Dec 2023
3D Points Splatting for Real-Time Dynamic Hand Reconstruction Zheheng Jiang Hossein Rahmani Sue Black Bryan M. Williams 3DH 32 7 0 21 Dec 2023
UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections Fangjinhua Wang Marie-Julie Rakotosaona Michael Niemeyer Richard Szeliski Marc Pollefeys Federico Tombari 38 17 0 20 Dec 2023
Deep Learning on Object-centric 3D Neural Fields Pierluigi Zama Ramirez Luca de Luigi Daniele Sirocchi Adriano Cardace Riccardo Spezialetti Francesco Ballerini Samuele Salti Luigi Di Stefano 31 2 0 20 Dec 2023
Relightable and Animatable Neural Avatars from Videos Wenbin Lin Chengwei Zheng Jun-hai Yong Feng Xu 34 11 0 20 Dec 2023
DLCA-Recon: Dynamic Loose Clothing Avatar Reconstruction from Monocular Videos Chunjie Luo Fei Luo Yusen Wang Enxu Zhao Chunxia Xiao 3DH 66 2 0 19 Dec 2023
Self-supervised Learning for Enhancing Geometrical Modeling in 3D-Aware Generative Adversarial Network Jiarong Guo Xiaogang Xu Hengshuang Zhao 31 1 0 19 Dec 2023
TIFace: Improving Facial Reconstruction through Tensorial Radiance Fields and Implicit Surfaces Ruijie Zhu Jiahao Chang Ziyang Song Jiahuan Yu Tianzhu Zhang 3DH CVBM 9 1 0 15 Dec 2023
Mosaic-SDF for 3D Generative Models Lior Yariv Omri Puny Natalia Neverova Oran Gafni Y. Lipman 24 37 0 14 Dec 2023