Multiple Tracking of Moving Objects with Kalman Filtering and PCA-GMM Method
نویسندگان
چکیده
منابع مشابه
Tracking Multiple Moving Objects Using Unscented Kalman Filtering Techniques
It is an important task to reliably detect and track multiple moving objects for video surveillance and monitoring. However, when occlusion occurs in nonlinear motion scenarios, many existing methods often fail to continuously track multiple moving objects of interest. In this paper we propose an effective approach for detection and tracking of multiple moving objects with occlusion. Moving tar...
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Object detection plays an important role in successfulness of a wide range of applications that involve images as input data. In this paper we have presented a new approach for background modeling by nonconsecutive frames differencing. Direction and velocity of moving objects have been extracted in order to get an appropriate sequence of frames to perform frame subtraction. Stationary parts of ...
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ژورنال
عنوان ژورنال: Intelligent Information Management
سال: 2013
ISSN: 2160-5912,2160-5920
DOI: 10.4236/iim.2013.52006