FastViT: A fast hybrid vision transformer using structural reparameterization

PKA Vasu, J Gabriel, J Zhu, O Tuzel… - Proceedings of the …, 2023 - openaccess.thecvf.com
The recent amalgamation of transformer and convolutional designs has led to steady
improvements in accuracy and efficiency of the models. In this work, we introduce FastViT, a …

Reconstructing hands in 3d with transformers

G Pavlakos, D Shan, I Radosavovic… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present an approach that can reconstruct hands in 3D from monocular input. Our
approach for Hand Mesh Recovery HaMeR follows a fully transformer-based architecture …

Taco: Benchmarking generalizable bimanual tool-action-object understanding

Y Liu, H Yang, X Si, L Liu, Z Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
Humans commonly work with multiple objects in daily life and can intuitively transfer
manipulation skills to novel objects by understanding object functional regularities. However …

Artiboost: Boosting articulated 3d hand-object pose estimation via online exploration and synthesis

L Yang, K Li, X Zhan, J Lv, W Xu… - Proceedings of the …, 2022 - openaccess.thecvf.com
Estimating the articulated 3D hand-object pose from a single RGB image is a highly
ambiguous and challenging problem, requiring large-scale datasets that contain diverse …

DART: Articulated hand model with diverse accessories and rich textures

D Gao, Y Xiu, K Li, L Yang, F Wang… - Advances in …, 2022 - proceedings.neurips.cc
Hand, the bearer of human productivity and intelligence, is receiving much attention due to
the recent fever of digital twins. Among different hand morphable models, MANO has been …

High fidelity 3d hand shape reconstruction via scalable graph frequency decomposition

T Luan, Y Zhai, J Meng, Z Li, Z Chen… - Proceedings of the …, 2023 - openaccess.thecvf.com
Despite the impressive performance obtained by recent single-image hand modeling
techniques, they lack the capability to capture sufficient details of the 3D hand mesh. This …

H2onet: Hand-occlusion-and-orientation-aware network for real-time 3d hand mesh reconstruction

H Xu, T Wang, X Tang, CW Fu - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Real-time 3D hand mesh reconstruction is challenging, especially when the hand is holding
some object. Beyond the previous methods, we design H2ONet to fully exploit non-occluded …

HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models

M Li, H Zhang, Y Zhang, R Shao… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent years have witnessed a trend of the deep integration of the generation and
reconstruction paradigms. In this paper we extend the ability of controllable generative …

Handy: Towards a high fidelity 3D hand shape and appearance model

RA Potamias, S Ploumpis… - Proceedings of the …, 2023 - openaccess.thecvf.com
Over the last few years, with the advent of virtual and augmented reality, an enormous
amount of research has been focused on modeling, tracking and reconstructing human …

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 …