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We propose a robust and accurate method for estimating the 3D poses of two hands in close interaction from a single color image.
Full DOF Tracking of a Hand Interacting with an Object by Modeling Occlusions and Physical Constraints
Iason Oikonomidis, Nikolaos Kyriazis, and Antonis A. Argyros · 2011
Earlier work this paper cites.
Motion Capture of Hands in Action Using Discriminative Salient Points
Luca Ballan, Aparna Taneja, Juergen Gall, Luc Van Gool, and Marc Pollefeys · 2012
Earlier work this paper cites.
Tracking the Articulated Motion of Two Strongly Interacting Hands
I. Oikonomidis, Nikolaos Kyriazis, and Antonis A. Argyros · 2012
Earlier work this paper cites.
Scalable 3D Tracking of Multiple Interacting Objects
Nikolaos Kyriazis and Antonis A. Argyros · 2014
Earlier work this paper cites.
Adam: A Method for Stochastic Optimization
Diederik P. Kingma and Jimmy Ba · 2015
Earlier work this paper cites.
Training a Feedback Loop for Hand Pose Estimation
Markus Oberweger, Paul Wohlhart, and Vincent Lepetit · 2015
Earlier work this paper cites.
3D Tracking of Human Hands in Interaction with Unknown Objects
Paschalis Panteleris, Nikolaos Kyriazis, and Antonis A. Argyros · 2015
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U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
Earlier work this paper cites.
3D Object Reconstruction from Hand-Object Interactions
Dimitrios Tzionas and Juergen Gall · 2015
Earlier work this paper cites.
Deep Residual Learning for Image Recognition
Kaiming He, X. Zhang, Shaoqing Ren, and Jian Sun · 2016
Earlier work this paper cites.
Real-Time Joint Tracking of a Hand Manipulating an Object from RGB-D Input
Srinath Sridhar, Franziska Mueller, Michael Zollhöfer, Dan Casas, Antti Oulasvirta, and Christian Theobalt · 2016
Earlier work this paper cites.
Efficient and Precise Interactive Hand Tracking through Joint, Continuous Optimization of Pose and Correspondences
Jonathan Taylor, Lucas Bordeaux, Thomas Cashman, Bob Corish, Cem Keskin, Toby Sharp, Eduardo Soto, David Sweeney, Julien Valentin, Benjamin Luff, Arran Topalian, Erroll Wood, Sameh Khamis, Pushmeet Kohli, Shahram Izadi, Richard Banks, Andrew Fitzgibbon, and Jamie Shotton · 2016
Earlier work this paper cites.
Capturing Hands in Action Using Discriminative Salient Points and Physics Simulation
Dimitrios Tzionas, Luca Ballan, Abhilash Srikantha, Pablo Aponte, Marc Pollefeys, and Juergen Gall · 2016
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6-dof object pose from semantic keypoints
Georgios Pavlakos, Xiaowei Zhou, Aaron Chan, Konstantinos G Derpanis, and Kostas Daniilidis · 2017
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EMbodied Hands: Modeling and Capturing Hands and Bodies Together
Javier Romero, Dimitrios Tzionas, and Michael J. Black · 2017
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Articulated Distance Fields for Ultra-Fast Tracking of Hands Interacting
Jonathan Taylor, Vladimir Tankovich, Danhang Tang, Cem Keskin, David Kim, Philip Davidson, Adarsh Kowdle, and Shahram Izadi · 2017
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Self-Supervised Learning of Motion Capture
Hsiao-Yu Tung, Hsiao-Wei Tung, Ersin Yumer, and Katerina Fragkiadaki · 2017
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Attention Is All You Need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Learning to Estimate 3D Hand Pose from Single RGB Images
Christian Zimmermann and Thomas Brox · 2017
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First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
Guillermo Garcia-Hernando, Shanxin Yuan, Seungryul Baek, and Tae-Kyun Kim · 2018
Earlier work this paper cites.
Hand Pose Estimation via Latent 2.5D Heatmap Regression
Umar Iqbal, Pavlo Molchanov, Thomas Breuel, Juergen Gall, and Jan Kautz · 2018
Earlier work this paper cites.
End-to-End Recovery of Human Shape and Pose
Angjoo Kanazawa, Michael J. Black, David W. Jacobs, and Jitendra Malik · 2018
Earlier work this paper cites.
Using a Single RGB Frame for Real Time 3D Hand Pose Estimation in the Wild
Paschalis Panteleris, Iason Oikonomidis, and Antonis A. Argyros · 2018
Earlier work this paper cites.
Learning to Estimate 3D Human Pose and Shape from a Single Color Image
Georgios Pavlakos, Luyang Zhu, Xiaowei Zhou, and Kostas Daniilidis · 2018
Earlier work this paper cites.
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.
Pushing the Envelope for RGB-Based Dense 3D Hand Pose Estimation via Neural Rendering
Seungryul Baek, Kwang In Kim, and Tae-Kyun Kim · 2019
Cited alongside, same era.
Learning Joint Reconstruction of Hands and Manipulated Objects
Yana Hasson, Gül Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J. Black, Ivan Laptev, and Cordelia Schmid · 2019
Cited alongside, same era.
Camera Distance-Aware Top-Down Approach for 3D Multi-Person Pose Estimation from a Single RGB Image
Gyeongsik Moon, Ju Yong Chang, and Kyoung Mu Lee · 2019
Cited alongside, same era.
Real-Time Pose and Shape Reconstruction of Two Interacting Hands with a Single Depth Camera
Franziska Mueller, Micah Davis, Florian Bernard, Oleksandr Sotnychenko, Mickeal Verschoor, Miguel Otaduy, Dan Casas, and Christian Theobalt · 2019
Cited alongside, same era.
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild
Dominik Kulon, Riza Alp Güler, Iasonnas Kokkinos, Michael Bronstein, and Stefanos Zafeiriou · 2020
Later among the works it cites.
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image
Gyeongsik Moon and Kyoung Mu Lee · 2020
Later among the works it cites.
InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image
Gyeongsik Moon, Shoou-I Yu, He Wen, Takaaki Shiratori, and Kyoung Mu Lee · 2020
Later among the works it cites.
Constraining Dense Hand Surface Tracking with Elasticity
Breannan Smith, Chenglei Wu, He Wen, Patrick Peluse, Yaser Sheikh, Jessica Hodgins, and Takaaki Shiratori · 2020
Later among the works it cites.
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints
Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, and Jan Kautz · 2020
Later among the works it cites.
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Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation
Kiru Park, Timothy Patten, and Markus Vincze · 2019
Cited alongside, same era.
TexturePose: Supervising Human Mesh Estimation with Texture Consistency
Georgios Pavlakos, Nikos Kolotouros, and Kostas Daniilidis · 2019
Cited alongside, same era.
H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions
Bugra Tekin, Federica Bogo, and Marc Pollefeys · 2019
Cited alongside, same era.
Monocular Total Capture: Posing Face, Body, and Hands in the Wild
Donglai Xiang, Hanbyul Joo, and Yaser Sheikh · 2019
Cited alongside, same era.
On the Continuity of Rotation Representations in Neural Networks
Y. Zhou, Connelly Barnes, Jingwan Lu, Jimei Yang, and Hao Li · 2019
Cited alongside, same era.
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images
Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan C. Russell, Max Argus, and Thomas Brox · 2019
Cited alongside, same era.
Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects
Seungryul Baek, Kwang In Kim, and Tae-Kyun Kim · 2020
Cited alongside, same era.
GRAB: A Dataset of Whole-Body Human Grasping of Objects
Omid Taheri, Nima Ghorbani, Michael J. Black, and Dimitrios Tzionas · 2020
Later among the works it cites.
RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video
Jiayi Wang, Franziska Mueller, Florian Bernard, Suzanne Sorli, Oleksandr Sotnychenko, Neng Qian, Miguel Otaduy, Dan Casas, and Christian Theobalt · 2020
Later among the works it cites.
Learning Texture Transformer Network for Image Super-Resolution
Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, and Baining Guo · 2020
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The Center of Attention: Center-Keypoint Grouping Attention for Multi-Person Pose Estimation
Guillem Braso, Nikita Kister, and Laura Leal-Taixé · 2021
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I2uv-handnet: Image-to-uv prediction network for accurate and high-fidelity 3d hand mesh modeling
Ping Chen, Yujin Chen, Dong Yang, Fangyin Wu, Qin Li, Qingpei Xia, and Yong Tan · 2021
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Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation
Zicong Fan, Adrian Spurr, Muhammed Kocabas, Siyu Tang, Michael Black, and Otmar Hilliges · 2021
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Transformers in Vision: A Survey
Salman Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Khan, and Mubarak Shah · 2021
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End-to-End Detection and Pose Estimation of Two Interacting Hands
Dong Uk Kim, Kwang In Kim, and Seungryul Baek · 2021
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Colorization Transformer
Manoj Kumar, Dirk Weissenborn, and Nal Kalchbrenner · 2021
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H2O: Two Hands Manipulating Objects for First Person Interaction Recognition
Taein Kwon, Bugra Tekin, Jan Stühmer, Federica Bogo, and Marc Pollefeys · 2021
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End-to-End Human Pose and Mesh Reconstruction with Transformers
Kevin Lin, Lijuan Wang, and Zicheng Liu · 2021
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Mesh Graphormer
Kevin Lin, Lijuan Wang, and Zicheng Liu · 2021
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Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time
Shaowei Liu, Hanwen Jiang, Jiarui Xu, Sifei Liu, and Xiaolong Wang · 2021
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Interacting Two-Hand 3D Pose and Shape Reconstruction from Single Color Image
Baowen Zhang, Yangang Wang, Xiaoming Deng, Yinda Zhang, Ping Tan, Cuixia Ma, and Hongan Wang · 2021
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Joint-aware regression: Rethinking regression-based method for 3d hand pose estimation
Xiaozheng Zheng, Pengfei Ren, Haifeng Sun, Jingyu Wang, Qi Qi, and Jianxin Liao · 2021
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Deformable DETR: Deformable Transformers for End-to-End Object Detection
Xizhou Zhu, Weijie Su, Lewei Lu, Bin Li, Xiaogang Wang, and Jifeng Dai · 2021
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ArtiBoost: Boosting articulated 3d hand-object pose estimation via online exploration and synthesis
Kailin Li, Lixin Yang, Xinyu Zhan, Jun Lv, Wenqiang Xu, Jiefeng Li, and Cewu Lu · 2022
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HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network
JoonKyu Park, Yeonguk Oh, Gyeongsik Moon, Hongsuk Choi, and Kyoung Mu Lee · 2022
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