Object Detection Robot Using Fuzzy Logic Controller Through Image Processing

Author:

Khairudin M,Yatmono S,Nugraha AC,Ikhsani M,Shah A,Hakim ML

Abstract

Abstract This study presents a robot movement in tracking 2D objects. This input image is transformed into another image by certain techniques. In this study, by utilizing image processing, the robot can work to detect objects in the form of hexagons. Apart from detecting the detected shape, this image processing is also for detecting color. So that a hexagon-shaped 2D object will be detected with the magenta color that has been set in advance. The movement of this robot is to follow the motion of objects horizontally. While the object is shifted to the right, the robot will move to the right, and if the object is shifted to the left, the robot will move to the left. Robot movement is controlled by fuzzy logic. There are 5 membership functions to divide the object’s position area and 5 membership functions output to adjust the speed and direction of the robot’s motion.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference15 articles.

1. Fast and Automatic Video Object Segmentation and Tracking for Content-Based Applications;Changick;IEEE Transactions On Circuits And Systems For Video Technology,2002

2. Image processing based deflagration detection using fuzzy logic classification;Schroder;Fire Safety Journal,2014

3. Quality Improvement Of Image Processing Using Fuzzy Logic System;Sugapriya;Advances in Computational Sciences and Technology,2017

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Autonomous navigation of mobile robots in unknown environments using off-policy reinforcement learning with curriculum learning;Expert Systems with Applications;2024-08

2. Intelligent Lighting System Using Color-Based Image Processing for Object Detection in Robotic Handling Applications;Applied Sciences;2024-04-03

3. Design and Implementation of an Ultrasonic Sensor-Based Obstacle Avoidance System for Arduino Robots;2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD);2023-09-21

4. IoT-based Smartfarm Technology for Rice Farming;JURNAL NASIONAL TEKNIK ELEKTRO;2023-07-31

5. Implementation of Mobile Robot Prototype for Tracking Object Using Pixy2 CMUCam5 and Buzzer;2023 9th International Conference on Wireless and Telematics (ICWT);2023-07-06

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3