Title :
Object with symmetrical pattern recognition with dynamic size filter
Author :
Hamid, Syed Mohamad Shazali Bin Syed Abdul ; Aras, Mohd Shahrieel Bin Mohd ; Ali, Fara Ashikin Binti ; Azis, Fadilah Binti Abdul ; Kassim, Mohd Anuar Bin
Author_Institution :
Fac. of Electr. Eng., UTeM, Durian Tunggal, Malaysia
Abstract :
This paper presents the implementation of object with symmetrical pattern recognition algorithm for 2D vision system of 3D vision-based multi sensor feedback system. This paper also discusses the dynamic size filter developed for this system. The inputs for this system are received from a couple of webcams which is not calibrated. The project objective is to assist a robot arm system using vision system for making decision during conducting an operation or task. The solutions need no camera calibration because the system has self-calibration effect since the area of interest had modelled using a set of algorithms by an array of visible features on it and not by it environment. This system is design for on-event processes and suitable for indoor environment applications with low time frame rate camera. One of the advantages of this project is that it only used a camera and image processing generated by the algorithms itself without additional sensor such as sonar or IR sensor.
Keywords :
calibration; cameras; manipulators; object recognition; robot vision; sensor fusion; 2D vision system; 3D vision based multisensor feedback system; IR sensor; dynamic size filter; low time frame rate camera; robot arm system; self calibration effect; sonar sensor; symmetrical pattern recognition algorithm; webcams; Cameras; Image color analysis; Machine vision; Robot kinematics; Robot vision systems; Artificial Intelligence; Multi Sensor Systems; Robot Vision Systems; Size Filter;
Conference_Titel :
Humanities, Science and Engineering (CHUSER), 2011 IEEE Colloquium on
Conference_Location :
Penang
Print_ISBN :
978-1-4673-0021-6
DOI :
10.1109/CHUSER.2011.6163823