Decoupled iterative refinement framework for interacting hands reconstruction from a single rgb image

P Ren, C Wen, X Zheng, Z Xue, H Sun… - Proceedings of the …, 2023 - openaccess.thecvf.com
Reconstructing interacting hands from a single RGB image is a very challenging task. On the
one hand, severe mutual occlusion and similar local appearance between two hands …

Phrit: Parametric hand representation with implicit template

Z Huang, Y Chen, D Kang… - Proceedings of the …, 2023 - openaccess.thecvf.com
We propose PHRIT, a novel approach for parametric hand mesh modeling with an implicit
template that combines the advantages of both parametric meshes and implicit …

Representation recovering for self-supervised pre-training on medical images

X Yan, J Naushad, S Sun, K Han… - Proceedings of the …, 2023 - openaccess.thecvf.com
Advances in self-supervised learning, especially in contrastive learning, have drawn
attention to investigating these techniques in providing effective visual representations from …

Fine-grained multi-view hand reconstruction using inverse rendering

Q Gan, W Li, J Ren, J Zhu - Proceedings of the AAAI Conference on …, 2024 - ojs.aaai.org
Reconstructing high-fidelity hand models with intricate textures plays a crucial role in
enhancing human-object interaction and advancing real-world applications. Despite the …

Poem: reconstructing hand in a point embedded multi-view stereo

L Yang, J Xu, L Zhong, X Zhan… - Proceedings of the …, 2023 - openaccess.thecvf.com
Enable neural networks to capture 3D geometrical-aware features is essential in multi-view
based vision tasks. Previous methods usually encode the 3D information of multi-view …

Challenges and solutions for vision-based hand gesture interpretation: A review

K Gao, H Zhang, X Liu, X Wang, L Xie, B Ji… - Computer Vision and …, 2024 - Elsevier
Hand gesture is one of the most efficient and natural interfaces in current human–computer
interaction (HCI) systems. Despite the great progress achieved in hand gesture-based HCI …

PatientHandNet: 3D Open-palm Hand Reconstruction from Sparse Multi-view Depth Images

X Dai, R Zhao, P Hu, A Munteanu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Accurately reconstructing 3-D hand shapes of patients is important for immobilization device
customization, artificial limb generation, and hand disease diagnosis. Traditional 3-D hand …

Handformer2T: A Lightweight Regression-based Model for Interacting Hands Pose Estimation from A Single RGB Image

P Zhang, D Kong - Proceedings of the IEEE/CVF Winter …, 2024 - openaccess.thecvf.com
Despite its extensive range of potential applications in virtual reality and augmented reality,
3D hand pose estimation from RGB image remains a very challenging problem. The …

DiffHand: End-to-End Hand Mesh Reconstruction via Diffusion Models

L Li, L Zhuo, B Zhang, L Bo, C Chen - arXiv preprint arXiv:2305.13705, 2023 - arxiv.org
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 …

Self-supervised Optimization of Hand Pose Estimation using Anatomical Features and Iterative Learning

C Jauch, T Leitritz, MF Huber - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Manual assembly workers face increasing complexity in their work. Human-centered
assistance systems could help, but object recognition as an enabling technology hinders a …