کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
484297 703260 2015 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Tracking of Multiple Light Sources Using Computer Vision for Underwater Docking
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Tracking of Multiple Light Sources Using Computer Vision for Underwater Docking
چکیده انگلیسی

An underwater docking platform can be used as a recharging station for autonomous underwater vehicle (AUV) to prolong its operation. Prior researches indicate that optical sensor is used by an AUV to capture docking station images so as to guide the vehicle towards the station. However, docking using vision is difficult to realize due to the problem of determining the position and orientation of the station with respect to the AUV. Consequently, a tracking system using computer vision is proposed in this paper. Obtained results showed that the tracking method was able to recognize the light sources placed on the docking station which is represented by artificial targets with True Positive Rate of more than 0.9. Furthermore, it was found from this study that as the camera approaching speed towards the target increases, successful recognition decreases. Therefore, an AUV have to propel slowly and steadily to have a successful docking operation.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 76, 2015, Pages 192-197