Vision-based approaches for cutting food products with robots: A review

IF 5.2 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Abhaya Pal Singh , Dmytro Romanov , Ekrem Misimi , Alex Mason
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引用次数: 0

Abstract

The use of robotic vision to cut deformable food objects is a challenge in robotics that has the potential to improve autonomy and create new opportunities in industries such as medicine, the food industry, and services. While cutting rigid objects is relatively simple, cutting deformable objects like food items, which change shape during the cutting process, is a significant challenge that requires advances in various aspects of robotics, including vision, modeling, hardware design, and control. This paper discusses recent developments in vision-based approaches for robots cutting food items and highlights the main challenges that must be overcome to succeed in this task and outline some potential future research directions.
基于视觉的机器人食品切割方法综述
利用机器人视觉来切割可变形的食物是机器人技术的一个挑战,它有可能提高自主性,并在医药、食品工业和服务等行业创造新的机会。虽然切割刚性物体相对简单,但切割可变形的物体,如食物,在切割过程中会改变形状,这是一个重大挑战,需要机器人技术的各个方面的进步,包括视觉、建模、硬件设计和控制。本文讨论了机器人切割食物的基于视觉的方法的最新发展,强调了成功完成这项任务必须克服的主要挑战,并概述了一些潜在的未来研究方向。
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来源期刊
Robotics and Autonomous Systems
Robotics and Autonomous Systems 工程技术-机器人学
CiteScore
9.00
自引率
7.00%
发文量
164
审稿时长
4.5 months
期刊介绍: Robotics and Autonomous Systems will carry articles describing fundamental developments in the field of robotics, with special emphasis on autonomous systems. An important goal of this journal is to extend the state of the art in both symbolic and sensory based robot control and learning in the context of autonomous systems. Robotics and Autonomous Systems will carry articles on the theoretical, computational and experimental aspects of autonomous systems, or modules of such systems.
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