DocumentCode
714676
Title
Object tracking by PI control and image processing on embedded systems
Author
Ozturk, Tolga ; Albayrak, Yalcin ; Polat, Ovunc
Author_Institution
Muhendislik Fak., Elektrik Elektron. Muhendisligi Bolumu, Akdeniz Univ., Antalya, Turkey
fYear
2015
fDate
16-19 May 2015
Firstpage
2178
Lastpage
2181
Abstract
In this study, object tracking application by using image processing and PI controlling is implemented. The color property of the desired object which was wanted to be detected and tracked by image processing technique was utilized and it´s position in front of the camera was aimed to be fixed. Controlling technique is using the PI variation of the PID controlling technique. In order to determine the object definitely morphological applications were used and the noise filtered by the median filter. The coordinate information of the object which was aimed to be tracked was determined as the pixel value which was in the gravity center of the object in the frame received from the camera. If the object within the image received from the camera away from the center point, margin of error is applied to the PI algorithm as a input. All this given procedures were written with C programming under a single program and were used in Raspberry Pi development card which has ARM11 microprocessor architecture. For image processing, OpenCV libraries were used.
Keywords
C language; embedded systems; image filtering; microprocessor chips; object tracking; three-term control; ARM11 microprocessor architecture; C programming; OpenCV library; PI algorithm; PID controlling technique; Raspberry Pi development card; coordinate information; embedded systems; image processing technique; median filter; object tracking; Conferences; DC motors; Image color analysis; Robot sensing systems; Service robots; Embeded System; Objeck Tracking; PI Control;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location
Malatya
Type
conf
DOI
10.1109/SIU.2015.7130305
Filename
7130305
Link To Document