Aircraft Recognition Using Template Matching In High Resolution Satellite Images
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 3, Issue 6
Abstract
This paper proposes to recognize an aircraft in satellite image using template matching for accurate detection and tracking. High resolution multispectral satellite images with multi-angular look capability have tremendous potential applications. Here the system involves an object tracking algorithm with three-step processing that includes moving object estimation, target modeling, and target matching. Potentially moving objects are first identified on the time-series images. The target is then modeled by extracting both spectral and spatial features. In the target matching procedure, template will be used as matching model to recognize with each frame by frame for accurate detection. Here, normalized cross correlation and spatial features are used as features model for recognition. This recognition model will be continued for all sequence of satellite images. Final simulated will be demonstrated the capability of object tracking using change detection algorithm in a complex environment with the help of high resolution multispectral satellite imagery.
Authors and Affiliations
Arathy Krishnan G. U1
Keywords
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- EP ID EP158731
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