Improved FPGA Implementation of Real Time Modified Mean Shift Tracking Algorithm
نویسندگان
چکیده
منابع مشابه
Implementation of Modified Mean-shift Tracking Algorithm for Occlusion Handling
Object tracking is critical and difficult task when it comes to unmanned air vehicles and traffic surveillance. The major challenge in object tracking is occlusion handling either partial occlusion or full occlusion. In this paper modified mean-shift tracking algorithm is proposed to tackle the problem of full occlusion. Mean-shift object tracking algorithm uses the color information to represe...
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In the field of computer vision object tracking is one of the crucial research area. In order to evaluate the final tracking position of a target, target representation and locations are important. Mean shift algorithm is one of the accurate and fast objects tracking algorithm the modified mean shift algorithm which has been proposed here aims at continuous tracking in complex situations, such ...
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A new method for r eal-time tracking of non-rigid objects seen from a moving camera is proposed. The central computational module is based on the mean shift iterations and nds the most probable tar get p osition in the current frame. The dissimilarity between the target model (its c olor distribution) and the target candidates is expr essed by a metric derive d from the Bhattacharyya coe cient....
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An efficient scheme for real-time color-based tracking of non-rigid objects is proposed. The central computational module is based on mean shift iterations. It computes the most probable target position in the current frame, while the prediction of the next target location is computed using a Kalman filter. The dissimilarity between the target model and the target candidates is expressed by a m...
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1. Introduction Detecting moving objects in a video sequence and object tracking are indispensable technologies for surveillance and recognition systems. Various solutions have already been proposed for video object tracking (e.g. background difference based method [1], optical flow based method, and model-based method). However, each method has some short comings, for example, although the bac...
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ژورنال
عنوان ژورنال: Indian Journal of Science and Technology
سال: 2016
ISSN: 0974-5645,0974-6846
DOI: 10.17485/ijst/2016/v9i39/97339