Color based moving object tracking with an active camera using motion information

In this study, a real-time system design, which can track (RGB) targets in dynamic environments with an active camera, was implemented. Object tracking applications are quite important for military, surveillance system and operational robot applications and getting more important day by day. This de...

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Bibliographic Details
Published in2017 International Artificial Intelligence and Data Processing Symposium (IDAP) pp. 1 - 4
Main Authors Celik, Yunus, Altun, Mahmut, Gunes, Mahit
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.09.2017
Subjects
Cameras
DC motors
Image color analysis
Object detection
Object tracking
Pan-tilt platform
Real-time systems
Surveillance
Videos
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Summary:In this study, a real-time system design, which can track (RGB) targets in dynamic environments with an active camera, was implemented. Object tracking applications are quite important for military, surveillance system and operational robot applications and getting more important day by day. This design allows us tracking an object using fewer cameras. The design consists of three main parts that are object detection, mapping, tracking the object. When the camera catches the object, first it detects the shape of the object and creates bounding box, according to bounding box information, the algorithm calculates the centroid of the object. Object coordinates are determined using centroid of the object then tracking process works by activating motors via Arduino-MATLAB communication. The motors placed on a platform called pan-tilt platform. The platform can turn 270 and 180 degrees on×and y-axis respectively.
DOI:10.1109/IDAP.2017.8090332