Low Cost Object Tracking by Computer Vision Using 8 Bits Communication with a Viper Robot

被引:5
作者
Cruz Sandoval, Leonel Alejandro [1 ]
机构
[1] Univ Tecnol Cent Amer UNITEC, San Pedro Sula, Honduras
来源
2023 8TH INTERNATIONAL CONFERENCE ON CONTROL AND ROBOTICS ENGINEERING, ICCRE | 2023年
关键词
Angle estimation; Computer Vision; Raspberry Pi; Viper; 650; YOLO;
D O I
10.1109/ICCRE57112.2023.10155618
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Computer vision systems have been an area of study for multiple areas of engineering. Vision systems have been studied greatly in the area of robotics, as it is of great interest to better automate processes. Many perception systems have been created to improve object handling capabilities for robots. This article seeks to create a computer vision system capable of detecting objects and communicating with a robot in a cost-effective way. To achieve the development of the project the incremental methodology is used, having as first increment the object detection algorithm, the second increment the communication system and the third increment the implementation of an object classification library. In this project, object segmentation tools and neural networks are used to create an intelligent object classification system. The cost for this project are lower than others solution from the market. Although the costs show notorious differences, no motion detection tests were performed, which will be done as a second phase of the project.
引用
收藏
页码:232 / 237
页数:6
相关论文
共 24 条
[1]  
Adarsh P, 2020, INT CONF ADVAN COMPU, P687, DOI [10.1109/icaccs48705.2020.9074315, 10.1109/ICACCS48705.2020.9074315]
[2]   Object Handling of Cognitive Robots Using Deep Leaning Based Object Recognition [J].
Ahn, Hyunsik .
2019 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI 2019), 2019, :150-153
[3]  
Bochkovskiy A., 2020, YOLOV4 OPTIMAL SPEED
[4]   Multirobot coordination in pick-and-place tasks on a moving conveyor [J].
Bozma, H. Isil ;
Kalalioglu, M. E. .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2012, 28 (04) :530-538
[5]  
Cameron K, 2018, PROC NAECON IEEE NAT, P270, DOI 10.1109/NAECON.2018.8556711
[6]   Image moments: A general and useful set of features for visual servoing [J].
Chaumette, F .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2004, 20 (04) :713-723
[7]  
Cho JM, 2017, INT CONF UBIQ ROBOT, P497
[8]  
Dhulekar P, 2018, 2018 INTERNATIONAL CONFERENCE ON ADVANCES IN COMMUNICATION AND COMPUTING TECHNOLOGY (ICACCT), P515, DOI 10.1109/ICACCT.2018.8529483
[9]  
Fitriana AN., 2016, 2016 International Conference on Information Technology Systems and Innovation (ICITSI), P1, DOI [DOI 10.1109/ICITSI.2016.7858232, 10.1109/ICITSI.2016.7858232]
[10]  
Hossain MS, 2019, TENCON IEEE REGION, P1406, DOI [10.1109/tencon.2019.8929270, 10.1109/TENCON.2019.8929270]