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This paper tackles the task of category-level pose estimation for garments.
Uncalibrated perspective reconstruction of deformable structures
Jing Xiao and Takeo Kanade · 2005
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Capturing and animating occluded cloth
Ryan White, Keenan Crane, and D. A. Forsyth · 2007
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Imagenet: A large-scale hierarchical image database
J. Deng, W. Dong, R. Socher, L. Li, Kai Li, and Li Fei-Fei · 2009
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Robust inside-outside segmentation using generalized winding numbers
Alec Jacobson, Ladislav Kavan, and Olga Sorkine-Hornung · 2013
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Robust inside-outside segmentation using generalized winding numbers
Alec Jacobson, Ladislav Kavan, and Olga Sorkine-Hornung · 2013
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Recognition of deformable object category and pose
Y. Li, C. Chen, and P. K. Allen · 2014
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Smpl: A skinned multi-person linear model
Matthew Loper, Naureen Mahmood, Javier Romero, Gerard Pons-Moll, and Michael J. Black · 2015
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Dynamicfusion: Reconstruction and tracking of non-rigid scenes in real-time
R. A. Newcombe, D. Fox, and S. M. Seitz · 2015
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3d u-net: Learning dense volumetric segmentation from sparse annotation
Özgün Çiçek, Ahmed Abdulkadir, Soeren S. Lienkamp, Thomas Brox, and Olaf Ronneberger · 2016
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Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
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Volumedeform: Real-time volumetric non-rigid reconstruction
Matthias Innmann, Michael Zollhöfer, Matthias Nießner, Christian Theobalt, and Marc Stamminger · 2016
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Elasticfusion: Real-time dense slam and light source estimation
Thomas Whelan, Renato F Salas-Moreno, Ben Glocker, Andrew J Davison, and Stefan Leutenegger · 2016
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Shape completion using 3d-encoder-predictor cnns and shape synthesis
A. Dai, C. R. Qi, and M. Nießner · 2017
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Deepgarment: 3d garment shape estimation from a single image
R. Danundefinedřek, E. Dibra, C. Öztireli, R. Ziegler, and M. Gross · 2017
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Clothcap: Seamless 4d clothing capture and retargeting
Gerard Pons-Moll, Sergi Pujades, Sonny Hu, and Michael J. Black · 2017
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Pointnet++: Deep hierarchical feature learning on point sets in a metric space
Charles R. Qi, Li Yi, Hao Su, and Leonidas J. Guibas · 2017
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State estimation for deformable objects by point registration and dynamic simulation
T. Tang, Y. Fan, H. Lin, and M. Tomizuka · 2017
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Fast winding numbers for soups and clouds
Gavin Barill, Neil G. Dickson, Ryan Schmidt, David I. W. Levin, and Alec Jacobson · 2018
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Densepose: Dense human pose estimation in the wild
R. A. Güler, N. Neverova, and I. Kokkinos · 2018
Normalized object coordinate space for category-level 6d object pose and size estimation
He Wang, Srinath Sridhar, Jingwei Huang, Julien Valentin, Shuran Song, and Leonidas J. Guibas · 2019
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Normalized object coordinate space for category-level 6d object pose and size estimation
H. Wang, S. Sridhar, J. Huang, J. Valentin, S. Song, and L. J. Guibas · 2019
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Dpod: 6d pose object detector and refiner
Sergey Zakharov, Ivan Shugurov, and Slobodan Ilic · 2019
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Cloth3d: Clothed 3d humans
Hugo Bertiche, Meysam Madadi, and Sergio Escalera · 2020
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Combining implicit function learning and parametric models for 3d human reconstruction
Bharat Lal Bhatnagar, Cristian Sminchisescu, Christian Theobalt, and Gerard Pons-Moll · 2020
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Loopreg: Self-supervised learning of implicit surface correspondences, pose and shape for 3d human mesh registration
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Cited alongside, same era.
Real-time seamless single shot 6d object pose prediction
Bugra Tekin, Sudipta N. Sinha, and Pascal Fua · 2018
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Posecnn: A convolutional neural network for 6d object pose estimation in cluttered scenes
Yu Xiang, Tanner Schmidt, Venkatraman Narayanan, and Dieter Fox · 2018
Cited alongside, same era.
Pcn: Point completion network
W. Yuan, T. Khot, D. Held, C. Mertz, and M. Hebert · 2018
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Robotic pick-and-place of novel objects in clutter with multi-affordance grasping and cross-domain image matching
Andy Zeng, Shuran Song, Kuan-Ting Yu, Elliott Donlon, Francois R Hogan, Maria Bauza, Daolin Ma, Orion Taylor, Melody Liu, Eudald Romo, et al · 2018
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Occlusion-robust deformable object tracking without physics simulation
C. Chi and D. Berenson · 2019
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Occupancy networks: Learning 3d reconstruction in function space
L. Mescheder, M. Oechsle, M. Niemeyer, S. Nowozin, and A. Geiger · 2019
Cited alongside, same era.
Bharat Lal Bhatnagar, Cristian Sminchisescu, Christian Theobalt, and Gerard Pons-Moll · 2020
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Neural unsigned distance fields for implicit function learning
Julian Chibane, Aymen Mir, and Gerard Pons-Moll · 2020
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Bcnet: Learning body and cloth shape from a single image
Boyi Jiang, Juyong Zhang, Yang Hong, Jinhao Luo, Ligang Liu, and Hujun Bao · 2020
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Category-level articulated object pose estimation
Xiaolong Li, He Wang, Li Yi, Leonidas J. Guibas, A. Lynn Abbott, and Shuran Song · 2020
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Tailornet: Predicting clothing in 3d as a function of human pose, shape and garment style
Chaitanya Patel, Zhouyingcheng Liao, and Gerard Pons-Moll · 2020
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Deep fashion3d: A dataset and benchmark for 3d garment reconstruction from single images
Heming Zhu, Yu Cao, Hang Jin, Weikai Chen, Dong Du, Zhangye Wang, Shuguang Cui, and Xiaoguang Han · 2020
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SCANimate: Weakly supervised learning of skinned clothed avatar networks
Shunsuke Saito, Jinlong Yang, Qianli Ma, and Michael J. Black · 2021
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