Integration of Robotic Arm with Vision System

被引:0
作者
Reddy, MademRavitej [1 ]
Nagaraja, S. R. [2 ]
机构
[1] Amrita Vishwa Vidyapeetham, Dept Comp Sci, Bangalore Campus, Bangalore, Karnataka, India
[2] Amrita Vishwa Vidyapeetham, Dept Mech Engn, Bangalore, Karnataka, India
来源
2014 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (IEEE ICCIC) | 2014年
关键词
Robotic arm; vision system; integration; object recognition; object segregation; machine vision; SHAPE IDENTIFICATION;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a system for seamless integration of vision system with a robotic arm for part segregation. In this system geometric properties of the object are identified and a Robotic arm is used to segregate them based on shape and size. The entire process is achieved in three stages. At first, a camera captures the image of the object and its output is processed using image processing techniques implemented in MATLAB, in order to identify the object. Secondly, design a Robotic arm with 5 degrees of freedom and develop a program to move the robotic arm. Thirdly, integrate the vision system with Robotic arm by making it to segregate the objects based on the desired output of the smart camera.
引用
收藏
页码:96 / 100
页数:5
相关论文
共 12 条
[1]  
DaeHee W., AER EL C 2008 NAECON, P373
[2]   USE OF HOUGH TRANSFORMATION TO DETECT LINES AND CURVES IN PICTURES [J].
DUDA, RO ;
HART, PE .
COMMUNICATIONS OF THE ACM, 1972, 15 (01) :11-&
[3]   Design and application of industrial machine vision systems [J].
Golnabi, H. ;
Asadpour, A. .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2007, 23 (06) :630-637
[4]  
Huang Guo-Shing, 2011, CONTR C ASCC 2011 8
[5]   Shape identification and particles size distribution from basic shape parameters using ImageJ [J].
Igathinathane, C. ;
Pordesimo, L. O. ;
Columbus, E. P. ;
Batchelor, W. D. ;
Methuku, S. R. .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2008, 63 (02) :168-182
[6]  
Kim J, 2011, 2011 11TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), P522
[7]   A SURVEY OF AUTOMATED VISUAL INSPECTION [J].
NEWMAN, TS ;
JAIN, AK .
COMPUTER VISION AND IMAGE UNDERSTANDING, 1995, 61 (02) :231-262
[8]  
Qi X X, 2011, 2011 INT C COMPUTER, P96, DOI [10.1109/CDCIEM.2011.390, DOI 10.1109/CDCIEM.2011.390]
[9]   Motion and shape identification with vision and range [J].
Takahashi, S ;
Ghosh, BK .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2002, 47 (08) :1392-1396
[10]  
Uyar Erol, 2002, P 10 MED C CONTR AUT