Fetching the paper…
Reading the bibliography…
Hand mesh reconstruction from the monocular image is a challenging task due to its depth ambiguity and severe occlusion, there remains a non-unique mapping between the monocular image and hand mesh.
End-to-end human pose and mesh reconstruction with transformers
Kevin Lin, Lijuan Wang, and Zicheng Liu · 1963
Earlier work this paper cites.
Denoising diffusion implicit models
Jiaming Song, Chenlin Meng, and Stefano Ermon · 2010
Earlier work this paper cites.
Score-based generative modeling through stochastic differential equations
Yang Song, Jascha Sohl-Dickstein, Diederik P Kingma, Abhishek Kumar, Stefano Ermon, and Ben Poole · 2011
Earlier work this paper cites.
Real time hand pose estimation using depth sensors
Cem Keskin, Furkan Kıraç, Yunus Emre Kara, and Lale Akarun · 2013
Earlier work this paper cites.
Efficient hand pose estimation from a single depth image
Chi Xu and Li Cheng · 2013
Earlier work this paper cites.
U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
Earlier work this paper cites.
Deep unsupervised learning using nonequilibrium thermodynamics
Jascha Sohl-Dickstein, Eric Weiss, Niru Maheswaranathan, and Surya Ganguli · 2015
Earlier work this paper cites.
3d convolutional neural networks for efficient and robust hand pose estimation from single depth images
Liuhao Ge, Hui Liang, Junsong Yuan, and Daniel Thalmann · 2017
Earlier work this paper cites.
Embodied hands: modeling and capturing hands and bodies together
Javier Romero, Dimitrios Tzionas, and Michael J Black · 2017
Earlier work this paper cites.
Depth-based 3d hand pose estimation: From current achievements to future goals
Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, et al · 2018
Earlier work this paper cites.
3d hand shape and pose from images in the wild
Adnane Boukhayma, Rodrigo de Bem, and Philip HS Torr · 2019
Earlier work this paper cites.
Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, et al · 2019
Earlier work this paper cites.
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
Earlier work this paper cites.
Honnotate: A method for 3d annotation of hand and object poses
Shreyas Hampali, Mahdi Rad, Markus Oberweger, and Vincent Lepetit · 2020
Earlier work this paper cites.
Denoising diffusion probabilistic models
Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
Earlier work this paper cites.
Weakly-supervised mesh-convolutional hand reconstruction in the wild
Dominik Kulon, Riza Alp Guler, Iasonas Kokkinos, Michael M Bronstein, and Stefanos Zafeiriou · 2020
Earlier work this paper 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
Cited alongside, same era.
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
Cited alongside, same era.
Towards robust monocular depth estimation: Mixing datasets for zero-shot cross-dataset transfer
René Ranftl, Katrin Lasinger, David Hafner, Konrad Schindler, and Vladlen Koltun · 2020
Cited alongside, same era.
Deep high-resolution representation learning for visual recognition
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, et al · 2020
Cited alongside, same era.
Segdiff: Image segmentation with diffusion probabilistic models
Tomer Amit, Tal Shaharbany, Eliya Nachmani, and Lior Wolf · 2021
Diffpose: Multi-hypothesis human pose estimation using diffusion models
Karl Holmquist and Bastian Wandt · 2022
Later among the works it cites.
Identity-aware hand mesh estimation and personalization from rgb images
Deying Kong, Linguang Zhang, Liangjian Chen, Haoyu Ma, Xiangyi Yan, Shanlin Sun, Xingwei Liu, Kun Han, and Xiaohui Xie · 2022
Later among the works it cites.
Srdiff: Single image super-resolution with diffusion probabilistic models
Haoying Li, Yifan Yang, Meng Chang, Shiqi Chen, Huajun Feng, Zhihai Xu, Qi Li, and Yueting Chen · 2022
Later among the works it cites.
Handoccnet: Occlusion-robust 3d hand mesh estimation network
JoonKyu Park, Yeonguk Oh, Gyeongsik Moon, Hongsuk Choi, and Kyoung Mu Lee · 2022
Later among the works it cites.
Hierarchical text-conditional image generation with clip latents
Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, and Mark Chen · 2022
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Label-efficient semantic segmentation with diffusion models
Dmitry Baranchuk, Ivan Rubachev, Andrey Voynov, Valentin Khrulkov, and Artem Babenko · 2021
Cited alongside, same era.
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
Cited alongside, same era.
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
Cited alongside, same era.
Towards unconstrained joint hand-object reconstruction from rgb videos
Yana Hasson, Gül Varol, Cordelia Schmid, and Ivan Laptev · 2021
Cited alongside, same era.
Semi-supervised 3d hand-object poses estimation with interactions in time
Shaowei Liu, Hanwen Jiang, Jiarui Xu, Sifei Liu, and Xiaolong Wang · 2021
Cited alongside, same era.
Glide: Towards photorealistic image generation and editing with text-guided diffusion models
Alex Nichol, Prafulla Dhariwal, Aditya Ramesh, Pranav Shyam, Pamela Mishkin, Bob McGrew, Ilya Sutskever, and Mark Chen · 2021
Cited alongside, same era.
Towards accurate alignment in real-time 3d hand-mesh reconstruction
Xiao Tang, Tianyu Wang, and Chi-Wing Fu · 2021
Cited alongside, same era.
Later among the works it cites.
High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
Later among the works it cites.
Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, and Kfir Aberman · 2022
Later among the works it cites.
Image super-resolution via iterative refinement
Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J Fleet, and Mohammad Norouzi · 2022
Later among the works it cites.
Deit iii: Revenge of the vit
Hugo Touvron, Matthieu Cord, and Hervé Jégou · 2022
Later among the works it cites.
Collaborative learning for hand and object reconstruction with attention-guided graph convolution
Tze Ho Elden Tse, Kwang In Kim, Ales Leonardis, and Hyung Jin Chang · 2022
Later among the works it cites.
Artiboost: Boosting articulated 3d hand-object pose estimation via online exploration and synthesis
Lixin Yang, Kailin Li, Xinyu Zhan, Jun Lv, Wenqiang Xu, Jiefeng Li, and Cewu Lu · 2022
Later among the works it cites.
gsdf: Geometry-driven signed distance functions for 3d hand-object reconstruction
Zerui Chen, Shizhe Chen, Cordelia Schmid, and Ivan Laptev · 2023
Closest in time.
Diffpose: Toward more reliable 3d pose estimation
Jia Gong, Lin Geng Foo, Zhipeng Fan, Qiuhong Ke, Hossein Rahmani, and Jun Liu · 2023
Closest in time.
Fastvit: A fast hybrid vision transformer using structural reparameterization
Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff Zhu, Oncel Tuzel, and Anurag Ranjan · 2023
Closest in time.
Interacting hand-object pose estimation via dense mutual attention
Rong Wang, Wei Mao, and Hongdong Li · 2023
Closest in time.