基于分数阶微积分的水果检测

Bilgi Görkem Yazgaç, M. Kirci
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引用次数: 1

摘要

分数阶微积分是用一个基本算子将积分和导数推广到非整数阶。由于非整数阶$\alpha$的额外自由参数,基于分数阶的方法在优化性能方面提供了额外的自由度。基于分数阶的方法在图像处理领域得到了广泛的应用。在这幅作品中,色彩分析应用了石榴色和橘色的图片。在颜色分析之后,使用边缘检测对图像中的水果进行分割。对于分割,使用基于分数阶微积分的Sobel算子。系统的性能是根据非整数阶$\alpha$来评估的。
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Fractional order calculus based fruit detection
Fractional calculus is a generalization of integration and derivation to noninteger order with a fundamental operator. Due to the extra free parameter of noninteger order $\alpha$, fractional order based methods provide additional degree of freedom in optimization performance. Expectedly fractional-order based methods have find their applications in image processing field. In this work color analysis applied pomegranate and orange pictures. After color analysis edge detection is used to segment fruits in the picture. For segmentation a fractional order calculus based Sobel operator is used. The performance of the system is evaluated with respect to the noninteger order $\alpha$.
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