Title :
Low-cost quadrotor applied for visual detection of landmine-like objects
Author :
Rodriguez, Jose ; Castiblanco, C. ; Mondragon, I. ; Colorado, J.
Author_Institution :
SIRP Group, PUJ, Bogota, Colombia
Abstract :
This paper presents the use of a low-cost quadrotor applied for visual detection of landmine-like objects. Nowadays, landmines in Colombia are harmful and even letal artifacts mostly abandoned in rural areas. A percentage of the overall number of landmines are hand-crafted and partially exposed on the terrain´s surface so that they can be triggered. Based on that fact, we propose an artificial vision approach as a complementary tool for landmine detection. To this purpose, we have developed an open-source software package based on the Robot Operating System (ROS) platform that can be easily: (i) integrated with a low-cost quadrotor such as the AR.drone parrot 2.0 and (ii) applied for real-time visual detection of landmine-like objects (tuna cans). This article describes the ROS-based package called drone detection and the experiments carried out for assessing the detection performance for different type of terrains and landmine visibility.
Keywords :
aerospace computing; computer vision; helicopters; landmine detection; military computing; operating systems (computers); public domain software; AR.drone parrot 2.0; Colombia; ROS-based package; artificial vision approach; drone detection; landmine-like object visual detection; low-cost quadrotor; open-source software package; robot operating system platform; Cameras; Feature extraction; Landmine detection; Navigation; Noise; Open source software; Visualization;
Conference_Titel :
Unmanned Aircraft Systems (ICUAS), 2014 International Conference on
Conference_Location :
Orlando, FL
DOI :
10.1109/ICUAS.2014.6842242