IPA-3D1K: a large retail 3D model dataset for robot picking

J Lindermayr, C Odabasi, F Jordan… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Robotic applications like automated order picking in warehouses or retail stores, or fetch
and carry tasks in hospitals, care homes, or households rely on the capability of service …

Robot suction region prediction method from knowledge to learning in disordered manufacturing scenarios

T Zhang, C Zhang, S Ji, T Hu - Engineering Applications of Artificial …, 2023 - Elsevier
Suction plays an important role in the disordered manufacturing scenarios because of its
single-point contact and reliability. The prediction of suction region is the primary problem …

Synthretailproduct3d (syrepro3d): A pipeline for synthesis of 3d retail product models with domain specific details based on package class templates

J Lindermayr, C Odabasi, M Völk, Y Chen… - … on Computer Vision …, 2023 - Springer
This research paper presents a novel pipeline for synthesizing high-quality, textured 3D
models of retail products, addressing the limitations of existing datasets in the retail …

Fast suction-grasp-difficulty estimation for high throughput plastic-waste sorting

S Um, KS Kim, S Kim - Journal of Mechanical Science and Technology, 2023 - Springer
The selection of the grasping location is the most important task for robots that handle
randomly shaped objects. In previous studies, the grasp quality was accurately evaluated …

基于概率热力图的钣金件抓取点生成与评估

黄洪鑫, 王欣, 陈立, 张执南 - 计算机集成制造系统 - cims-journal.cn
为快速确定钣金件抓取位置, 提高抓取自动化程度, 建立一种基于概率热力图的钣金件抓取点
生成方法. 首先, 基于钣金件与端拾器投影计算单因素概率热力图, 评估钣金件与端拾器重叠程度 …

SynthRetailProduct3D (SyRePro3D): A Pipeline for Synthesis of 3D Retail Product Models with Domain Specific Details Based on Package Class Templates

Y Chen, R Bormann, MF Huber - Computer Vision Systems: 14th …, 2023 - books.google.com
This research paper presents a novel pipeline for synthesizing high-quality, textured 3D
models of retail products, addressing the limitations of existing datasets in the retail …

[PDF][PDF] Experimental Analysis for Building Robust Grasp Planning Strategies for Industrial Objects

Y Xia, A Kanchan - 2023 - odr.chalmers.se
Collaborative robots, designed to enhance efficiency and ensure safety in industrial settings,
have become increasingly prevalent. In this domain of automation, bin picking plays a …

Sheet metal part grasping point generation and evaluation based on probability heat maps

H Hongxin, W Xin, C Li, Z Zhinan - Computer Integrated Manufacturing … - cims-journal.cn
To determine the grasping points of sheet metal parts quickly and improve the degree of
automation of grasping, a probability heat map-based grasping point generation and …

[引用][C] Heuristisches Suchverfahren für die effiziente Planung zum Greifen ungeordnet gelagerter Werkstücke mit Industrierobotern

F Spenrath - 2022 - Stuttgart: Fraunhofer-Institut für …

[引用][C] Autonome Verhakungserkennung und Enthakung beim Griff-in-die-Kiste mit einem Industrieroboter

M Moosmann - 2024 - Stuttgart: Fraunhofer-Institut für …