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We present HaPTIC, an approach that infers coherent 4D hand trajectories from monocular videos.
Real-time hand-tracking with a color glove
Robert Y Wang and Jovan Popović · 2009
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Structure-from-motion revisited
Johannes L Schönberger and Jan-Michael Frahm · 2016
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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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Hand keypoint detection in single images using multiview bootstrapping
Tomas Simon, Hanbyul Joo, Iain Matthews, and Yaser Sheikh · 2017
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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
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Learning joint reconstruction of hands and manipulated objects
Yana Hasson, Gul Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J Black, Ivan Laptev, and Cordelia Schmid · 2019
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Learning 3D human dynamics from video
Angjoo Kanazawa, Jason Y Zhang, Panna Felsen, and Jitendra Malik · 2019
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Monocular total capture: Posing face, body, and hands in the wild
Donglai Xiang, Hanbyul Joo, and Yaser Sheikh · 2019
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End-to-end hand mesh recovery from a monocular rgb image
Xiong Zhang, Qiang Li, Hong Mo, Wenbo Zhang, and Wen Zheng · 2019
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Freihand: A dataset for markerless capture of hand pose and shape from single rgb images
Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan Russell, Max Argus, and Thomas Brox · 2019
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Pose2mesh: Graph convolutional network for 3d human pose and mesh recovery from a 2d human pose
Hongsuk Choi, Gyeongsik Moon, and Kyoung Mu Lee · 2020
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An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy · 2020
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Honnotate: A method for 3D annotation of hand and object poses
Shreyas Hampali, Mahdi Rad, Markus Oberweger, and Vincent Lepetit · 2020
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Whole-body human pose estimation in the wild
Sheng Jin, Lumin Xu, Jin Xu, Can Wang, Wentao Liu, Chen Qian, Wanli Ouyang, and Ping Luo · 2020
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Analyzing and improving the image quality of StyleGAN
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2020
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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
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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
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Seqhand: Rgb-sequence-based 3D hand pose and shape estimation
John Yang, Hyung Jin Chang, Seungeui Lee, and Nojun Kwak · 2020
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A systematic review of commercial smart gloves: Current status and applications
Manuel Caeiro-Rodríguez, Iván Otero-González, Fernando A Mikic-Fonte, and Martín Llamas-Nistal · 2021
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Dexycb: A benchmark for capturing hand grasping of objects
Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa, Jonathan Tremblay, Yashraj S Narang, Karl Van Wyk, Umar Iqbal, Stan Birchfield, et al · 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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Towards unconstrained joint hand-object reconstruction from RGB videos
Yana Hasson, G”ul Varol, Cordelia Schmid, and Ivan Laptev · 2021
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Multiview video-based 3-d hand pose estimation
Leyla Khaleghi, Alireza Sepas-Moghaddam, Josh Marshall, and Ali Etemad · 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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Humor: 3D human motion model for robust pose estimation
Davis Rempe, Tolga Birdal, Aaron Hertzmann, Jimei Yang, Srinath Sridhar, and Leonidas J Guibas · 2021
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Frankmocap: A monocular 3D whole-body pose estimation system via regression and integration
Yu Rong, Takaaki Shiratori, and Hanbyul Joo · 2021
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Monocular, one-stage, regression of multiple 3D people
Yu Sun, Qian Bao, Wu Liu, Yili Fu, Tao Mei, and Michael J Black · 2021
Cited alongside, same era.
Towards accurate alignment in real-time 3D hand-mesh reconstruction
Arctic: A dataset for dexterous bimanual hand-object manipulation
Zicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J Black, and Otmar Hilliges · 2023
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Deformer: Dynamic fusion transformer for robust hand pose estimation
Qichen Fu, Xingyu Liu, Ran Xu, Juan Carlos Niebles, and Kris M Kitani · 2023
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Preserve your own correlation: A noise prior for video diffusion models
Songwei Ge, Seungjun Nah, Guilin Liu, Tyler Poon, Andrew Tao, Bryan Catanzaro, David Jacobs, Jia-Bin Huang, Ming-Yu Liu, and Yogesh Balaji · 2023
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Humans in 4D: Reconstructing and tracking humans with transformers
Shubham Goel, Georgios Pavlakos, Jathushan Rajasegaran, Angjoo Kanazawa, and Jitendra Malik · 2023
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A probabilistic attention model with occlusion-aware texture regression for 3d hand reconstruction from a single rgb image
Zheheng Jiang, Hossein Rahmani, Sue Black, and Bryan M Williams · 2023
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Xiao Tang, Tianyu Wang, and Chi-Wing Fu · 2021
Cited alongside, same era.
Human dynamics from monocular video with dynamic camera movements
Ri Yu, Hwangpil Park, and Jehee Lee · 2021
Cited alongside, same era.
Mobrecon: Mobile-friendly hand mesh reconstruction from monocular image
Xingyu Chen, Yufeng Liu, Yajiao Dong, Xiong Zhang, Chongyang Ma, Yanmin Xiong, Yuan Zhang, and Xiaoyan Guo · 2022
Cited alongside, same era.
Cogview2: Faster and better text-to-image generation via hierarchical transformers
Ming Ding, Wendi Zheng, Wenyi Hong, and Jie Tang · 2022
Cited alongside, same era.
Alphapose: Whole-body regional multi-person pose estimation and tracking in real-time
Hao-Shu Fang, Jiefeng Li, Hongyang Tang, Chao Xu, Haoyi Zhu, Yuliang Xiu, Yong-Lu Li, and Cewu Lu · 2022
Cited alongside, same era.
Keypoint transformer: Solving joint identification in challenging hands and object interactions for accurate 3d pose estimation
Shreyas Hampali, Sayan Deb Sarkar, Mahdi Rad, and Vincent Lepetit · 2022
Cited alongside, same era.
Cogvideo: Large-scale pretraining for text-to-video generation via transformers
Wenyi Hong, Ming Ding, Wendi Zheng, Xinghan Liu, and Jie Tang · 2022
Cited alongside, same era.
Syncdreamer: Generating multiview-consistent images from a single-view image
Yuan Liu, Chu-Hsing Lin, Zijiao Zeng, Xiaoxiao Long, Lingjie Liu, Taku Komura, and Wenping Wang · 2023
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Mvdream: Multi-view diffusion for 3D generation
Yichun Shi, Peng Wang, Jianglong Ye, Mai Long, Kejie Li, and X. Yang · 2023
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Trace: Monocular global human trajectory estimation in the wild
Yu Sun, Wu Liu, Qian Bao, Yili Fu, Tao Mei, and Michael J Black · 2023
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Decoupling human and camera motion from videos in the wild
Vickie Ye, Georgios Pavlakos, Jitendra Malik, and Angjoo Kanazawa · 2023
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Slahmr: Simultaneous localization and human mesh recovery
Paper Authors Your · 2023
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Towards generalizable zero-shot manipulation via translating human interaction plans
Homanga Bharadhwaj, Abhinav Gupta, Vikash Kumar, and Shubham Tulsiani · 2024
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HMP: Hand motion priors for pose and shape estimation from video
Enes Duran, Muhammed Kocabas, Vasileios Choutas, Zicong Fan, and Michael J Black · 2024
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Cat3d: Create anything in 3D with multi-view diffusion models
Ruiqi Gao, Aleksander Holynski, Philipp Henzler, Arthur Brussee, Ricardo Martin-Brualla, Pratul P. Srinivasan, Jonathan T. Barron, and Ben Poole · 2024
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Mamba: Linear-time sequence modeling with selective state spaces
Albert Gu and Tri Dao · 2024
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MVD-Fusion: Single-view 3D via depth-consistent multi-view generation
Hanzhe Hu, Zhizhuo Zhou, Varun Jampani, and Shubham Tulsiani · 2024
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Hhmr: Holistic hand mesh recovery by enhancing the multimodal controllability of graph diffusion models
Mengcheng Li, Hongwen Zhang, Yuxiang Zhang, Ruizhi Shao, Tao Yu, and Yebin Liu · 2024
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Omnihands: Towards robust 4d hand mesh recovery via a versatile transformer
Dixuan Lin, Yuxiang Zhang, Mengcheng Li, Yebin Liu, Wei Jing, Qi Yan, Qianying Wang, and Hongwen Zhang · 2024
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Reconstructing hands in 3D with transformers
Georgios Pavlakos, Dandan Shan, Ilija Radosavovic, Angjoo Kanazawa, David Fouhey, and Jitendra Malik · 2024
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WHAM: Reconstructing world-grounded humans with accurate 3D motion
Soyong Shin, Juyong Kim, Eni Halilaj, and Michael J. Black · 2024
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Epic Fields: Marrying 3D geometry and video understanding
Vadim Tschernezki, Ahmad Darkhalil, Zhifan Zhu, David Fouhey, Iro Laina, Diane Larlus, Dima Damen, and Andrea Vedaldi · 2024
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G-HOP: Generative hand-object prior for interaction reconstruction and grasp synthesis
Yufei Ye, Abhinav Gupta, Kris Kitani, and Shubham Tulsiani · 2024
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Estimating body and hand motion in an ego-sensed world
Brent Yi, Vickie Ye, Maya Zheng, Lea M”uller, Georgios Pavlakos, Yi Ma, Jitendra Malik, and Angjoo Kanazawa · 2024
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A simple baseline for efficient hand mesh reconstruction
Zhishan Zhou, Zhi Lv, Minqiang Zou, Yao Tang, Jiajun Liang, et al · 2024
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