학술논문

Robot Boat Prototype System Based on Image Processing for Maritime Patrol Area
Document Type
Conference
Source
2022 2nd International Seminar on Machine Learning, Optimization, and Data Science (ISMODE) Machine Learning, Optimization, and Data Science (ISMODE), 2022 2nd International Seminar on. :310-315 Dec, 2022
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Seminars
Sea surface
Boats
Object detection
Real-time systems
Security
Robots
Marine patrol
object detection
YOLO
robot boat
Language
Abstract
Enhancing maritime patrol to strengthen state border security has shown numerous interests over the year. Marine patrol is crucial in raising maritime awareness and surveying what is happening in the vast Indonesian sea area. Ship detection and identification are essential for marine patrol dealing with maritime traffic, sea border activity, and illegal fishery. Because of that, object detection integrated with the autonomous surface vehicle, like robot boats, is an advantageous method used in marine patrol. The robot boat used an object detection algorithm processed by Jetson Nano to determine its navigation. Preliminary experiments are conducted to verify if the proposed method can recognize an object and patrol the surrounding area in real-time using the integrated surface robot.