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Deep Level Sets: Implicit Surface Representations for 3D Shape Inference

Deep Level Sets: Implicit Surface Representations for 3D Shape Inference

21 January 2019
Mateusz Michalkiewicz
J. K. Pontes
Dominic Jack
Mahsa Baktash
Anders P. Eriksson
    3DV3DH
ArXiv (abs)PDFHTML

Papers citing "Deep Level Sets: Implicit Surface Representations for 3D Shape Inference"

50 / 82 papers shown
Neural Shortest Path for Surface Reconstruction from Point Clouds
Yesom Park
Imseong Park
Jooyoung Hahn
Myungjoo Kang
3DPC
392
0
0
09 Feb 2025
Inferring Neural Signed Distance Functions by Overfitting on Single
  Noisy Point Clouds through Finetuning Data-Driven based Priors
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based PriorsNeural Information Processing Systems (NeurIPS), 2024
C. L. P. Chen
Yu-Shen Liu
Zhizhong Han
254
6
0
25 Oct 2024
Fast Learning of Signed Distance Functions from Noisy Point Clouds via
  Noise to Noise Mapping
Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping
Junsheng Zhou
Baorui Ma
Yu-Shen Liu
Zhizhong Han
3DPC
336
18
0
04 Jul 2024
Outdoor Scene Extrapolation with Hierarchical Generative Cellular
  Automata
Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata
Dongsu Zhang
Francis Williams
Zan Gojcic
Karsten Kreis
Sanja Fidler
Young Min Kim
Amlan Kar
3DV3DPC
200
1
0
12 Jun 2024
SurMo: Surface-based 4D Motion Modeling for Dynamic Human Rendering
SurMo: Surface-based 4D Motion Modeling for Dynamic Human Rendering
Tao Hu
Fangzhou Hong
Ziwei Liu
262
9
0
01 Apr 2024
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling
Miguel Fainstein
Viviana Siless
Emmanuel Iarussi
356
9
0
14 Feb 2024
LISR: Learning Linear 3D Implicit Surface Representation Using Compactly
  Supported Radial Basis Functions
LISR: Learning Linear 3D Implicit Surface Representation Using Compactly Supported Radial Basis FunctionsAAAI Conference on Artificial Intelligence (AAAI), 2024
Atharva Pandey
Vishal Yadav
Rajendra Nagar
Santanu Chaudhury
358
0
0
11 Feb 2024
IPVNet: Learning Implicit Point-Voxel Features for Open-Surface 3D
  Reconstruction
IPVNet: Learning Implicit Point-Voxel Features for Open-Surface 3D ReconstructionJournal of Visual Communication and Image Representation (JVCIR), 2023
Mohammad Arshad
William J. Beksi
3DPC3DV
244
3
0
05 Nov 2023
$p$-Poisson surface reconstruction in curl-free flow from point clouds
ppp-Poisson surface reconstruction in curl-free flow from point cloudsNeural Information Processing Systems (NeurIPS), 2023
Yesom Park
Taekyung Lee
Jooyoung Hahn
Myungjoo Kang
215
9
0
31 Oct 2023
Deep Conditional Shape Models for 3D cardiac image segmentation
Deep Conditional Shape Models for 3D cardiac image segmentation
Athira J. Jacob
Puneet Sharma
Daniel Rückert
3DV
193
3
0
16 Oct 2023
Shape of my heart: Cardiac models through learned signed distance
  functions
Shape of my heart: Cardiac models through learned signed distance functionsInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023
Jan Verhulsdonk
Thomas Grandits
F. Sahli Costabal
Thomas Pinetz
Rolf Krause
A. Auricchio
Gundolf Haase
Simone Pezzuto
Alexander Effland
347
8
0
31 Aug 2023
GridPull: Towards Scalability in Learning Implicit Representations from
  3D Point Clouds
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point CloudsIEEE International Conference on Computer Vision (ICCV), 2023
Chao Chen
Yu-Shen Liu
Zhizhong Han
3DPC
203
17
0
25 Aug 2023
Coordinate Quantized Neural Implicit Representations for Multi-view
  Reconstruction
Coordinate Quantized Neural Implicit Representations for Multi-view ReconstructionIEEE International Conference on Computer Vision (ICCV), 2023
Sijia Jiang
Jing Hua
Zhizhong Han
339
8
0
21 Aug 2023
DiViNeT: 3D Reconstruction from Disparate Views via Neural Template
  Regularization
DiViNeT: 3D Reconstruction from Disparate Views via Neural Template Regularization
Aditya Vora
A. Patil
Hao Zhang
3DV
316
8
0
07 Jun 2023
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and
  Uncertainty-Augmented Representations
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented RepresentationsGerman Conference on Pattern Recognition (GCPR), 2023
Lu Sang
Abhishek Saroha
Maolin Gao
Zorah Lähner
336
2
0
03 Jun 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise
  to Noise Mapping
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise MappingInternational Conference on Machine Learning (ICML), 2023
Baorui Ma
Yu-Shen Liu
Zhizhong Han
3DPC
282
34
0
02 Jun 2023
Zero-shot Pose Transfer for Unrigged Stylized 3D Characters
Zero-shot Pose Transfer for Unrigged Stylized 3D CharactersComputer Vision and Pattern Recognition (CVPR), 2023
Jiashun Wang
Xueting Li
Sifei Liu
Shalini De Mello
Orazio Gallo
Xinyu Wang
Jan Kautz
3DH
297
18
0
31 May 2023
Evaluating 3D Shape Analysis Methods for Robustness to Rotation
  Invariance
Evaluating 3D Shape Analysis Methods for Robustness to Rotation InvarianceCanadian Conference on Computer and Robot Vision (CRV), 2023
Supriya Gadi Patil
Angel X. Chang
Manolis Savva
250
1
0
29 May 2023
Contextualising Implicit Representations for Semantic Tasks
Contextualising Implicit Representations for Semantic Tasks
Theo W. Costain
Kejie Li
V. Prisacariu
215
1
0
22 May 2023
Towards Better Gradient Consistency for Neural Signed Distance Functions
  via Level Set Alignment
Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set AlignmentComputer Vision and Pattern Recognition (CVPR), 2023
Baorui Ma
Junsheng Zhou
Yu-Shen Liu
Zhizhong Han
FedML
203
54
0
19 May 2023
Towards AI-Architecture Liberty: A Comprehensive Survey on Design and
  Generation of Virtual Architecture by Deep Learning
Towards AI-Architecture Liberty: A Comprehensive Survey on Design and Generation of Virtual Architecture by Deep Learning
Anqi Wang
Jiahua Dong
Lik-Hang Lee
Jiachuan Shen
Pan Hui
3DVAI4CE
377
2
0
30 Apr 2023
Learning Visibility Field for Detailed 3D Human Reconstruction and
  Relighting
Learning Visibility Field for Detailed 3D Human Reconstruction and RelightingComputer Vision and Pattern Recognition (CVPR), 2023
Ruichen Zheng
Peng Li
Haoqian Wang
Tao Yu
3DH
206
17
0
24 Apr 2023
NeUDF: Leaning Neural Unsigned Distance Fields with Volume Rendering
NeUDF: Leaning Neural Unsigned Distance Fields with Volume RenderingComputer Vision and Pattern Recognition (CVPR), 2023
Yu-Tao Liu
Li Wang
Jie yang
Weikai Chen
Xiaoxu Meng
Bo Yang
Lin Gao
291
59
0
20 Apr 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse
  Point Clouds without Learning Priors
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning PriorsComputer Vision and Pattern Recognition (CVPR), 2023
Chao Chen
Yu-Shen Liu
Zhizhong Han
3DPC
312
30
0
25 Mar 2023
MiShape: 3D Shape Modelling of Mitochondria in Microscopy
MiShape: 3D Shape Modelling of Mitochondria in Microscopy
Abhinanda R. Punnakkal
Suyog Jadhav
Alexander Horsch
Krishna Agarwal
Dilip K. Prasad
173
1
0
02 Mar 2023
3DShape2VecSet: A 3D Shape Representation for Neural Fields and
  Generative Diffusion Models
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion ModelsACM Transactions on Graphics (TOG), 2023
Biao Zhang
Jiapeng Tang
Matthias Niessner
Peter Wonka
DiffM
431
352
0
26 Jan 2023
Detachable Novel Views Synthesis of Dynamic Scenes Using
  Distribution-Driven Neural Radiance Fields
Detachable Novel Views Synthesis of Dynamic Scenes Using Distribution-Driven Neural Radiance Fields
Boyu Zhang
Wenbo Xu
Zheng Zhu
Guan Huang
298
3
0
01 Jan 2023
State of the Art in Dense Monocular Non-Rigid 3D Reconstruction
State of the Art in Dense Monocular Non-Rigid 3D Reconstruction
Edith Tretschk
Navami Kairanda
R. MallikarjunB.
Rishabh Dabral
Adam Kortylewski
Bernhard Egger
Marc Habermann
Pascal Fua
Christian Theobalt
Vladislav Golyanik
3DH
431
45
0
27 Oct 2022
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds
M. Arshad
William J. Beksi
3DPC3DV
236
4
0
26 Oct 2022
CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw
  Point Clouds with Consistency-Aware Field Optimization
CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field OptimizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Junsheng Zhou
Baorui Ma
Shujuan Li
Yu-Shen Liu
Yi Fang
Zhizhong Han
3DPC
394
62
0
06 Oct 2022
NeuralMeshing: Differentiable Meshing of Implicit Neural Representations
NeuralMeshing: Differentiable Meshing of Implicit Neural RepresentationsGerman Conference on Pattern Recognition (GCPR), 2022
Mathias Vetsch
Sandro Lombardi
Marc Pollefeys
Martin R. Oswald
149
5
0
05 Oct 2022
SinGRAV: Learning a Generative Radiance Volume from a Single Natural
  Scene
SinGRAV: Learning a Generative Radiance Volume from a Single Natural SceneJournal of Computational Science and Technology (JCST), 2022
Yujie Wang
Xuelin Chen
Baoquan Chen
285
11
0
03 Oct 2022
Towards High-Fidelity Single-view Holistic Reconstruction of Indoor
  Scenes
Towards High-Fidelity Single-view Holistic Reconstruction of Indoor ScenesEuropean Conference on Computer Vision (ECCV), 2022
Haolin Liu
Yujian Zheng
Guanying Chen
Shuguang Cui
Xiaoguang Han
3DV
179
41
0
18 Jul 2022
Latent Partition Implicit with Surface Codes for 3D Representation
Latent Partition Implicit with Surface Codes for 3D RepresentationEuropean Conference on Computer Vision (ECCV), 2022
Chao Chen
Yu-Shen Liu
Zhihong Han
257
33
0
18 Jul 2022
3DILG: Irregular Latent Grids for 3D Generative Modeling
3DILG: Irregular Latent Grids for 3D Generative ModelingNeural Information Processing Systems (NeurIPS), 2022
Biao Zhang
Matthias Nießner
Peter Wonka
3DV
344
99
0
27 May 2022
SingleSketch2Mesh : Generating 3D Mesh model from Sketch
SingleSketch2Mesh : Generating 3D Mesh model from Sketch
Nitish Bhardwaj
Dhornala Bharadwaj
Alpana Dubey
3DV
241
4
0
07 Mar 2022
Uncertainty-Aware Deep Multi-View Photometric Stereo
Uncertainty-Aware Deep Multi-View Photometric StereoComputer Vision and Pattern Recognition (CVPR), 2022
Berk Kaya
Suryansh Kumar
C. Oliveira
V. Ferrari
Luc Van Gool
3DV
242
35
0
26 Feb 2022
Point Cloud Generation with Continuous Conditioning
Point Cloud Generation with Continuous ConditioningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Larissa T. Triess
Andreas Bühler
David Peter
F. Flohr
J. Marius Zöllner
3DV3DPC
154
10
0
17 Feb 2022
HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars
HVTR: Hybrid Volumetric-Textural Rendering for Human AvatarsInternational Conference on 3D Vision (3DV), 2021
T. Hu
Tao Yu
Zerong Zheng
Chentao Song
Yebin Liu
Matthias Zwicker
3DH
212
40
0
19 Dec 2021
LatentHuman: Shape-and-Pose Disentangled Latent Representation for Human
  Bodies
LatentHuman: Shape-and-Pose Disentangled Latent Representation for Human Bodies
Sandro Lombardi
Bangbang Yang
Tianxing Fan
Hujun Bao
Guofeng Zhang
Marc Pollefeys
Zhaopeng Cui
3DH
145
11
0
30 Nov 2021
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction
  of Humans in Motion
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion
Hongyi Xu
Thiemo Alldieck
C. Sminchisescu
3DH
301
204
0
26 Oct 2021
Multiresolution Deep Implicit Functions for 3D Shape Representation
Multiresolution Deep Implicit Functions for 3D Shape Representation
Zhang Chen
Yinda Zhang
Kyle Genova
S. Fanello
Sofien Bouaziz
Christian Haene
Ruofei Du
Cem Keskin
Thomas Funkhouser
Danhang Tang
3DV
198
57
0
12 Sep 2021
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated
  Pose
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated PoseIEEE International Conference on Computer Vision (ICCV), 2021
Thiemo Alldieck
Hongyi Xu
C. Sminchisescu
3DH
201
132
0
24 Aug 2021
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds
  by 2D Projection Matching
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection MatchingIEEE International Conference on Computer Vision (ICCV), 2021
Chao Chen
Zhizhong Han
Yu-Shen Liu
Matthias Zwicker
3DPC
194
39
0
08 Aug 2021
3D human tongue reconstruction from single "in-the-wild" images
3D human tongue reconstruction from single "in-the-wild" images
Stylianos Ploumpis
Stylianos Moschoglou
Vasileios Triantafyllou
Stefanos Zafeiriou
3DH
284
7
0
23 Jun 2021
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction
Mateusz Michalkiewicz
Stavros Tsogkas
Sarah Parisot
Mahsa Baktash
Anders P. Eriksson
Eugene Belilovsky
3DV3DPC
159
2
0
11 Jun 2021
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural
  Implicit Shapes
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit ShapesIEEE International Conference on Computer Vision (ICCV), 2021
Xu Chen
Yufeng Zheng
Michael J. Black
Otmar Hilliges
Andreas Geiger
3DH
385
261
0
08 Apr 2021
NPMs: Neural Parametric Models for 3D Deformable Shapes
NPMs: Neural Parametric Models for 3D Deformable ShapesIEEE International Conference on Computer Vision (ICCV), 2021
Pablo Rodríguez Palafox
Aljavz Bovzivc
Justus Thies
Matthias Nießner
Angela Dai
3DH
283
126
0
01 Apr 2021
LightSAL: Lightweight Sign Agnostic Learning for Implicit Surface
  Representation
LightSAL: Lightweight Sign Agnostic Learning for Implicit Surface Representation
Abol Basher
M. Sarmad
Jani Boutellier
3DV
184
13
0
26 Mar 2021
Towards Generalising Neural Implicit Representations
Towards Generalising Neural Implicit Representations
Theo W. Costain
V. Prisacariu
235
2
0
29 Jan 2021
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