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This article provides a systematic literature review of computer vision applications in robotized wire harness assembly.

Computer Vision and Pattern Recognition · Computer Science 2024-05-24 Hao Wang , Omkar Salunkhe , Walter Quadrini , Dan Lämkull , Fredrik Ore , Mélanie Despeisse , Luca Fumagalli , Johan Stahre , Björn Johansson

The shift towards electrification and autonomous driving in the automotive industry results in more and more automotive wire harnesses being installed in modern automobiles, which stresses the great significance of guaranteeing the quality…

Robotics · Computer Science 2023-10-03 Hao Wang , Björn Johansson

Untangling of structures like ropes and wires by autonomous robots can be useful in areas such as personal robotics, industries and electrical wiring & repairing by robots. This problem can be tackled by using computer vision system in…

Computer Vision and Pattern Recognition · Computer Science 2014-10-14 Paritosh Parmar

Despite the widespread adoption of industrial robots in automotive assembly, wire harness installation remains a largely manual process, as it requires precise and flexible manipulation. To address this challenge, we design a novel AI-based…

Robotics · Computer Science 2025-06-10 Claudius Kienle , Benjamin Alt , Finn Schneider , Tobias Pertlwieser , Rainer Jäkel , Rania Rayyes

Wire harness inspection process remains a labor-intensive process prone to errors in the modern Electronics Manufacturing Services (EMS) industry. This paper introduces a semiautomated machine vision system capable of verifying correct wire…

Computer Vision and Pattern Recognition · Computer Science 2025-12-16 Indiwara Nanayakkara , Dehan Jayawickrama , Mervyn Parakrama B. Ekanayake

Wire-harnessing tasks pose great challenges to be automated by the robot due to the complex dynamics and unpredictable behavior of the deformable wire. Traditional methods, often reliant on dual-robot arms or tactile sensing, face…

Robotics · Computer Science 2024-10-15 Xiang Zhang , Hsien-Chung Lin , Yu Zhao , Masayoshi Tomizuka

Smart manufacturing aims to overcome the limitations of today's rigid assembly lines by making the material flow and manufacturing process more flexible, versatile, and scalable. The main economic drivers are higher resource and cost…

Systems and Control · Electrical Eng. & Systems 2021-04-19 Dominik Baumann , Fabian Mager , Ulf Wetzker , Lothar Thiele , Marco Zimmerling , Sebastian Trimpe

Many industrial tasks-such as sanding, installing fasteners, and wire harnessing-are difficult to automate due to task complexity and variability. We instead investigate deploying robots in an assistive role for these tasks, where the robot…

Robotics · Computer Science 2024-01-24 Michael Hagenow , Emmanuel Senft , Robert Radwin , Michael Gleicher , Michael Zinn , Bilge Mutlu

Wire harnesses are essential connecting components in manufacturing industry but are challenging to be automated in industrial tasks such as bin picking. They are long, flexible and tend to get entangled when randomly placed in a bin. This…

Robotics · Computer Science 2023-01-10 Xinyi Zhang , Yukiyasu Domae , Weiwei Wan , Kensuke Harada

Automotive manufacturing assembly tasks are built upon visual inspections such as scratch identification on machined surfaces, part identification and selection, etc, which guarantee product and process quality. These tasks can be related…

Computer Vision and Pattern Recognition · Computer Science 2020-07-07 Muriel Mazzetto , Marcelo Teixeira , Érick Oliveira Rodrigues , Dalcimar Casanova

This paper addresses the challenge of industrial bin picking using entangled wire harnesses. Wire harnesses are essential in manufacturing but poses challenges in automation due to their complex geometries and propensity for entanglement.…

Robotics · Computer Science 2023-06-27 Xinyi Zhang , Yukiyasu Domae , Weiwei Wan , Kensuke Harada

The number of road vehicles significantly increased in recent decades. This trend accompanied a build-up of road infrastructure and development of various control systems to increase road traffic safety, road capacity and travel comfort. In…

Computer Vision and Pattern Recognition · Computer Science 2013-10-02 Kristian Kovačić , Edouard Ivanjko , Hrvoje Gold

The paper discusses the prerequisites for the creation, technical solutions and implementation of an automated control system for the assembly of a small spacecraft. Both the hardware and software implementation of the system that provides…

Robotics · Computer Science 2023-10-03 Nikolay Shtabel , Mikhail Saramud , Stepan Tkachev , Iakov Pikalov

Industrial robots typically require very structured and predictable working environments, and explicit programming, in order to perform well. Therefore, expensive and time-consuming engineering work is a major obstruction when mediating…

Robotics · Computer Science 2019-05-28 Martin Karlsson

Operating in environments too harsh or inaccessible for humans is one of the critical roles expected of robots. However, such environments often pose risks to electronic components as well. To overcome this, various approaches have been…

Robotics · Computer Science 2025-09-16 Takahiro Hattori , Kento Kawaharazuka , Kei Okada

Machine vision is critical to robotics due to a wide range of applications which rely on input from visual sensors such as autonomous mobile robots and smart production systems. To create the smart homes and systems of tomorrow, an overview…

Computer Vision and Pattern Recognition · Computer Science 2019-05-10 Javad Ghofrani , Robert Kirschne , Daniel Rossburg , Dirk Reichelt , Tom Dimter

Assembly is a key industrial process to achieve finished goods. Driven by market demographics and technological advancements, industrial assembly has evolved through several phases i.e. craftmanship, bench assembly, assembly lines and…

Systems and Control · Electrical Eng. & Systems 2025-01-07 Ali Ahmad Malik

Compared with gears and linkages, wires constitute a lightweight, low-friction transmission mechanism. However, because wires are flexible materials, they tend to introduce large modeling errors, and their adoption in industrial and…

Robotics · Computer Science 2025-09-16 Temma Suzuki , Kento Kawaharazuka , Kei Okada

One of the most important features of tendon-driven robots is the ease of wire arrangement and the degree of freedom it affords, enabling the construction of a body that satisfies the desired characteristics by modifying the wire…

Robotics · Computer Science 2024-03-19 Kento Kawaharazuka , Shunnosuke Yoshimura , Temma Suzuki , Kei Okada , Masayuki Inaba

The current transformation towards smart manufacturing has led to a growing demand for human-robot collaboration (HRC) in the manufacturing process. Perceiving and understanding the human co-worker's behaviour introduces challenges for…

Robotics · Computer Science 2023-05-18 Zheyu Zhuang , Yizhak Ben-Shabat , Jiahao Zhang , Stephen Gould , Robert Mahony
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