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Thresholds decision method for fast object detection systems | IEEE Conference Publication | IEEE Xplore

Thresholds decision method for fast object detection systems


Abstract:

In this paper, we propose a new determination method of color thresholds for extracting objects. In order to obtain the optimal color threshold, it is necessary to determ...Show More

Abstract:

In this paper, we propose a new determination method of color thresholds for extracting objects. In order to obtain the optimal color threshold, it is necessary to determine RGB values all together because one color consists of a combination of RGB values. The two optimal thresholds, an upper and a lower, are determined for object extraction by applying genetic algorithm. Moreover, in the proposed method, individuals are evaluated using two fitness functions for obtaining the optimal color thresholds, and initial population is generated with color histograms for fast convergence. Finally, computer simulations are performed, and the result images are shown.
Date of Conference: 16-20 July 2003
Date Added to IEEE Xplore: 18 August 2003
Print ISBN:0-7803-7866-0
Conference Location: Kobe, Japan

References

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