School of Mathematics and Computer Science, Damghan University, Damghan, Iran.
Department of Computer Engineering, Bu-ali Sina University, Hamedan, Iran.
PLoS One. 2023 Aug 16;18(8):e0284873. doi: 10.1371/journal.pone.0284873. eCollection 2023.
Since vectors include direction and magnitude, they have more information than scalars. So, converting the scalar images into the vector field leads achieving much information about the images that have been hidden in the spatial domain. In this paper, the proposed method fuses images after transforming the scalar field of images to a vector one. To transform the field, it uses Nabla operator. After that, the inverse transform is implemented to reconstruct the fused medical image. To show the performance of the proposed method and to evaluate it, different experiments and statistical comparisons were accomplished. Comparing the experimental results with the previous works, shows the effectiveness of the proposed method.
由于向量包括方向和大小,因此它们比标量包含更多信息。因此,将标量图像转换为向量场可以获得更多关于隐藏在空间域中的图像的信息。在本文中,所提出的方法在将图像的标量场转换为向量场之后融合图像。为了转换场,它使用 Nabla 算子。之后,执行逆变换以重建融合的医学图像。为了展示所提出的方法的性能并对其进行评估,完成了不同的实验和统计比较。将实验结果与以前的工作进行比较,表明了该方法的有效性。