ZeroPose: CAD-Prompted Zero-shot Object 6D Pose Estimation in Cluttered Scenes

J Chen, Z Zhou, M Sun, R Zhao, L Wu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Many robotics and industry applications have a high demand for the capability to estimate
the 6D pose of novel objects from the cluttered scene. However, existing classic pose …

Diffusion-FOF: Single-View Clothed Human Reconstruction via Diffusion-Based Fourier Occupancy Field

Y Li, F Luo, C Xiao - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Reconstructing a clothed human from a single-view image has several challenging issues
including flexibly representing various body shapes and poses estimating complete 3D …

Reverse2Complete: Unpaired Multimodal Point Cloud Completion via Guided Diffusion

W Zhang, H Rahmani, X Yang, J Liu - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
Unpaired point cloud completion involves filling in missing parts of a point cloud without
requiring partial-complete correspondence. Meanwhile, since point cloud completion is an ill …

Clipose: Category-level object pose estimation with pre-trained vision-language knowledge

X Lin, M Zhu, R Dang, G Zhou, S Shu… - … on Circuits and …, 2024 - ieeexplore.ieee.org
Most of existing category-level object pose estimation methods devote to learning the object
category information from point cloud modality. However, the scale of 3D datasets is limited …

DLCA-Recon: Dynamic Loose Clothing Avatar Reconstruction from Monocular Videos

C Luo, F Luo, Y Wang, E Zhao, C Xiao - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Reconstructing a dynamic human with loose clothing is an important but difficult task. To
address this challenge, we propose a method named DLCA-Recon to create human avatars …

Informative Point cloud Dataset Extraction for Classification via Gradient-based Points Moving

W Zhang, Z Wang, L Xu, X Yang, J Liu - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
Point cloud plays a significant role in recent learning-based vision tasks, which contain
additional information about the physical space compared to 2D images. However, such a …

Towards Real-World Aerial Vision Guidance with Categorical 6D Pose Tracker

J Sun, Y Wang, D Wang - arXiv preprint arXiv:2401.04377, 2024 - arxiv.org
Tracking the object 6-DoF pose is crucial for various downstream robot tasks and real-world
applications. In this paper, we investigate the real-world robot task of aerial vision guidance …