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[电气工程与系统科学] 基于两侧二维四元数的Alpha-rooting彩色图像增强方法 先离散傅里叶变换后空间变换 [推广有奖]

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mingdashike22 在职认证  发表于 2022-4-15 11:00:00 来自手机 |AI写论文

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摘要翻译:
本文提出了一种四元数增强方法,该方法将图像中的颜色视为单个实体。这种新方法被称为二维四元数离散傅立叶变换(2-D QDFT)和空间变换的彩色图像增强的alpha-rooting方法。利用二维密度泛函理论,将所提出的彩色图像增强方法与相应的逐通道增强算法进行了比较。图像增强被量化到基于视觉感知的增强度量,称为颜色增强度量估计(CEME)。初步实验结果表明,四元数图像增强方法是一种有效的彩色图像增强方法。
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英文标题:
《Alpha-rooting color image enhancement method by two-side 2-D quaternion
  discrete Fourier transform followed by spatial transformation》
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作者:
Artyom M. Grigoryan, Aparna John, Sos S. Agaian
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最新提交年份:
2018
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分类信息:

一级分类:Electrical Engineering and Systems Science        电气工程与系统科学
二级分类:Image and Video Processing        图像和视频处理
分类描述:Theory, algorithms, and architectures for the formation, capture, processing, communication, analysis, and display of images, video, and multidimensional signals in a wide variety of applications. Topics of interest include: mathematical, statistical, and perceptual image and video modeling and representation; linear and nonlinear filtering, de-blurring, enhancement, restoration, and reconstruction from degraded, low-resolution or tomographic data; lossless and lossy compression and coding; segmentation, alignment, and recognition; image rendering, visualization, and printing; computational imaging, including ultrasound, tomographic and magnetic resonance imaging; and image and video analysis, synthesis, storage, search and retrieval.
用于图像、视频和多维信号的形成、捕获、处理、通信、分析和显示的理论、算法和体系结构。感兴趣的主题包括:数学,统计,和感知图像和视频建模和表示;线性和非线性滤波、去模糊、增强、恢复和重建退化、低分辨率或层析数据;无损和有损压缩编码;分割、对齐和识别;图像渲染、可视化和打印;计算成像,包括超声、断层和磁共振成像;以及图像和视频的分析、合成、存储、搜索和检索。
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一级分类:Computer Science        计算机科学
二级分类:Computer Vision and Pattern Recognition        计算机视觉与模式识别
分类描述:Covers image processing, computer vision, pattern recognition, and scene understanding. Roughly includes material in ACM Subject Classes I.2.10, I.4, and I.5.
涵盖图像处理、计算机视觉、模式识别和场景理解。大致包括ACM课程I.2.10、I.4和I.5中的材料。
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英文摘要:
  In this paper a quaternion approach of enhancement method is proposed in which color in the image is considered as a single entity. This new method is referred as the alpha-rooting method of color image enhancement by the two-dimensional quaternion discrete Fourier transform (2-D QDFT) followed by a spatial transformation. The results of the proposed color image enhancement method are compared with its counterpart channel-by-channel enhancement algorithm by the 2-D DFT. The image enhancements are quantified to the enhancement measure that is based on visual perception referred as the color enhancement measure estimation (CEME). The preliminary experiment results show that the quaternion approach of image enhancement is an effective color image enhancement technique.
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PDF链接:
https://arxiv.org/pdf/1807.0796
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关键词:Alpha 傅里叶变换 root 傅里叶 Tin 密度 空间 彩色图像 transform 增强

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