Multi-modal robust geometry primitive shape scene abstraction for grasp detection

H Hosseini, M Koosheshi, MT Masouleh… - IEEE Access, 2024 - ieeexplore.ieee.org
Scene understanding is essential for a wide range of robotic tasks, such as grasping.
Simplifying the scene into predefined forms makes the robot perform the robotic task more …

Primitive shape recognition for object grasping

Y Lin, C Tang, FJ Chu, R Xu, PA Vela - arXiv preprint arXiv:2201.00956, 2022 - arxiv.org
Shape informs how an object should be grasped, both in terms of where and how. As such,
this paper describes a segmentation-based architecture for decomposing objects sensed …

CoAS-Net: Context-Aware Suction Network With a Large-Scale Domain Randomized Synthetic Dataset

YG Son, TH Bui, J Hong, YH Kim… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
Robotic grasping is one of the essential skills in robotics. From industrial to housework,
robots are required to handle objects, enabling them to interact with their surroundings …

PrimitivePose: 3D Bounding Box Prediction of Unseen Objects via Synthetic Geometric Primitives

A Kriegler, C Beleznai, M Murschitz… - 2022 Sixth IEEE …, 2022 - ieeexplore.ieee.org
This paper studies the challenging problem of 3D pose and size estimation for multi-object
scene configurations from stereo views. Most existing methods rely on CAD models and are …

PrimitivePose: Generic Model and Representation for 3D Bounding Box Prediction of Unseen Objects.

A Kriegler, C Beleznai, M Gelautz… - … Journal of Semantic …, 2023 - search.ebscohost.com
A considerable amount of research is concerned with the challenging task of estimating
three-dimensional (3D) pose and size for multi-object indoor scene configurations. Many …

POPDNet: Primitive object pose detection network Based on voxel data with three cartesian channels

A Makki, A Hadi, B Tarvirdizadeh… - 2021 7th International …, 2021 - ieeexplore.ieee.org
In this article, the vision problem in a robotic application is under focus to handle the
grasping of objects based on a new method. Converting an object into primitive objects is …

Dataset for classifying and estimating the position, orientation, and dimensions of a list of primitive objects

A Makki, A Hadi, B Tarvirdizadeh, M Teimouri - BMC Research Notes, 2022 - Springer
Objectives Robotic systems are moving toward more interaction with the environment, which
requires improving environmental perception methods. The concept of primitive objects …

[引用][C] Generic 3D Object Pose Proposals Learned in the Synthetic Domain

A Kriegler, C Beleznai, M Murschitz, K Göbel…