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Interactive differential evolution for image enhancement application in smart phone

机译:智能手机中图像增强应用的互动差分演进

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In this paper, we propose an automatic image enhancement tool for smart phone by using interactive differential evolution (IDE). From a remarkable progress of the camera sensor in mobile devices, people take pictures with their mobile phone instead of a digital camera. However, as they are not satisfied with their images in spite of the progress, they still want to edit their images by using mobile applications, which are usually complex and cause user fatigue, especially for beginners. To reduce it and make a simple interface, we exploit IDE, which is a kind of interactive evolutionary computation. Let the user IDE to evaluate the individuals. Because of the small parameters of the differential evolution (DE), we could make the tool simply and overcome the user fatigue. DE is also an efficient and fast evolutionary algorithm which uses the difference of the vectors. Subjective test shows the usefulness of the tool.
机译:在本文中,我们通过使用交互式差分进化(IDE)提出了一种用于智能手机的自动图像增强工具。从移动设备中相机传感器的显着进展,人们用手机而不是数码相机拍照。然而,由于它们在不满足他们的图像时不满意,他们仍然希望通过使用移动应用程序来编辑他们的图像,这通常是复杂的并且引起用户疲劳,特别是对于初学者。为了减少它并制作简单的界面,我们利用IDE,这是一种互动进化计算。让用户IDE评估个人。由于差分进化的小参数(de),我们可以简单地制作工具并克服用户疲劳。 DE也是一种高效且快速的进化算法,它使用了向量的差异。主观测试显示了该工具的有用性。

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