Challenges for monocular 6d object pose estimation in robotics

D Bauer, P Hönig, JB Weibel… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Object pose estimation is a core perception task that enables, for example, object
manipulation and scene understanding. The widely available, inexpensive, and high …

A review of 6d object pose estimation

Y Zhu, M Li, W Yao, C Chen - 2022 IEEE 10th Joint International …, 2022 - ieeexplore.ieee.org
The 6D object pose estimation is a forward-looking technology in the field of computer
vision, which has great application potential in metaverse, VRI AR, robot operation …

Zs6d: Zero-shot 6d object pose estimation using vision transformers

P Ausserlechner, D Haberger… - … on Robotics and …, 2024 - ieeexplore.ieee.org
As robotic systems increasingly encounter complex and unconstrained real-world scenarios,
there is a demand to recognize diverse objects. The state-of-the-art 6D object pose …

Deep Learning-Based Object Pose Estimation: A Comprehensive Survey

J Liu, W Sun, H Yang, Z Zeng, C Liu, J Zheng… - arXiv preprint arXiv …, 2024 - arxiv.org
Object pose estimation is a fundamental computer vision problem with broad applications in
augmented reality and robotics. Over the past decade, deep learning models, due to their …

[HTML][HTML] Category-Level Object Pose Estimation with Statistic Attention

C Jiang, X Mu, B Zhang, C Liang, M Xie - Sensors, 2024 - mdpi.com
Six-dimensional object pose estimation is a fundamental problem in the field of computer
vision. Recently, category-level object pose estimation methods based on 3D-GC have …

V-mao: Generative modeling for multi-arm manipulation of articulated objects

X Liu, KM Kitani - arXiv preprint arXiv:2111.03987, 2021 - arxiv.org
Manipulating articulated objects requires multiple robot arms in general. It is challenging to
enable multiple robot arms to collaboratively complete manipulation tasks on articulated …

A Mobile Manipulation System for Automated Replenishment in the Field of Unmanned Retail

D Li, P Wei, C Zhao, S Yang, Y Li… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Automated replenishment is one of the most challenging in-store logistics tasks, which has
not been well-addressed due to the complex coordination of a mobile base and a …

结构化约束增强的6D 物体位姿估计

王立春, 杨超, 付芳玉 - 北京工业大学学报 - journal.bjut.edu.cn
针对基于投票策略的6D 物体位姿估计方法忽略了关键点间结构信息的问题,
提出结构化约束增强的6D 物体位姿估计方法——SC-Pose. 该方法定义了一种用于描述物体2D …

Distance-Aware Vector-Field and Vector Screening Strategy for 6D Object Pose Estimation

L Wang, C Yang, J Xin, B Yin - International Conference on Image and …, 2023 - Springer
Abstract 6D object pose estimation calculates the rotation and translation matrices from the
object coordinate system to the camera coordinate system and plays an important role in …

SE-UF-PVNet: A Structure Enhanced Pixel-wise Union vector Fields Voting Network for 6DoF Pose Estimation

Y Huang, K Wu, F Sun, C Cai - Proceedings of the 2023 4th International …, 2023 - dl.acm.org
This paper focuses on addressing the problem of 6DoF object pose estimation with a known
3D model from a single RGB image. Some recent works have shown that structure …