Title :
On-board real-time single line scanning technique for used on unmanned aerial vehicle of low altitude mapping
Author :
Misnan, M.F. ; Arshad, N.H.M. ; Shauri, Ruhizan Liza Ahmad ; Razak, Norizan Abdul ; Thamrin, N.M. ; Mahmud, S.F. ; Aziz, Normaziah Abdul
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
Abstract :
Create a map is an initial task for a robot to maneuver or navigated automatically in a proposed area. It is a difficult task for a robot creates a map and performs the desired task concurrently especially on an aerial application. Aerial application needs a simple and light computational method in order to process the applied algorithm. This paper presents a distinctive technique of single line scanning technique via vision based sensor. The vision algorithm is processed consequently on the embedded controller board that is attached on the UAV. The simple morphological algorithm is designed which consist of thresholding, binarization and recognition of the image captured. The structured platform is moving while the proposed technique is processed and it scanned the features underneath the platform. The processed images are used for features identification and feature size measurement. The processed images and the future UAV data are wirelessly monitored via the wireless transceiver devices. The result proves that the method proposed is applicable for features detection application that would be utilized on the UAV. Also it is proved that the proposed method is totally on-board real time process and gave sufficient accuracy for the future detection recognition application.
Keywords :
autonomous aerial vehicles; image recognition; image segmentation; image sensors; object detection; path planning; robot vision; UAV; aerial application; embedded controller board; features detection application; image binarization; image recognition; image thresholding; low altitude mapping; map creation; on-board real-time single line scanning technique; simple morphological algorithm; unmanned aerial vehicle; vision algorithm; vision based sensor; wireless transceiver devices; Algorithm design and analysis; Cameras; Feature extraction; Real-time systems; Robot sensing systems; Signal processing algorithms; Surface treatment; Analog camera; Low altitude; On-board process; Real-time process; Unmanned Aerial Vehicle; Vision sensor; sonar;
Conference_Titel :
Signal Processing & its Applications (CSPA), 2014 IEEE 10th International Colloquium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4799-3090-6
DOI :
10.1109/CSPA.2014.6805763