DocumentCode :
134544
Title :
Enhanced technique for cylindrical object diameter measurement via low-cost and innovated rotational non-intrusive sensor
Author :
Thamrin, N.M. ; Arshad, N.H.M. ; Adnan, R. ; Sam, R. ; Razak, Norizan Abdul ; Misnan, M.F. ; Mahmud, S.F.
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
fYear :
2014
fDate :
7-9 March 2014
Firstpage :
251
Lastpage :
256
Abstract :
Precise tree diameter estimation for a lightweight and intelligent vehicle such as unmanned aerial vehicle (UAV) in a commercial farm is still an unresolved problem. A lot of UAVs and the ground vehicles (UGV) are navigated across the farm by relying on the aided of the vision sensor as well as laser scanner. All of these methods require an extremely massive image computation, bulky package dimension and some of the components are pricey. This paper evaluates the morphological technique of an innovated infrared scanner technique for cylindrical object diameter measurement which is fundamentally comprised of a low-cost infrared sensor and digital servo motor. Filter algorithm, compensating for the ascertained midpoint of the object was also developed and tested. The method is tested on three different poles with diameters of 9 cm, 11.4 cm and 16.4 cm. It is found that the filtered method, compensating for midpoint data, reduced the error to 82.92% for 9 cm, 30.37% for 11.4 cm and 6.30% for 16.4 cm, respectively.
Keywords :
autonomous aerial vehicles; computerised instrumentation; diameter measurement; image sensors; infrared detectors; intelligent transportation systems; mathematical morphology; optical scanners; servomotors; video surveillance; cylindrical object diameter measurement; digital servo motor; filter algorithm; infrared sensor; innovated infrared scanner technique; innovated rotational nonintrusive sensor; intelligent vehicle; laser scanner; lightweight vehicle; massive image computation; morphological technique; size 11.4 cm; size 16.4 cm; size 9 cm; unmanned aerial vehicle; unmanned ground vehicles; vision sensor; Equations; Estimation; Infrared sensors; Kalman filters; Mathematical model; Servomotors; Vegetation; cylindrical object diameter measurement; infrared sensor; rotational infrared sensor; tree diameter measurement; two triangle formation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing & its Applications (CSPA), 2014 IEEE 10th International Colloquium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4799-3090-6
Type :
conf
DOI :
10.1109/CSPA.2014.6805759
Filename :
6805759
Link To Document :
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