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基于Sobel算子的自适应图像缩放算法
引用本文:江雯,陈更生,杨帆,赵文庆,尹文波.基于Sobel算子的自适应图像缩放算法[J].计算机工程,2010,36(7):214-216.
作者姓名:江雯  陈更生  杨帆  赵文庆  尹文波
作者单位:复旦大学专用集成电路与系统国家重点实验室,上海,201203
基金项目:上海市科技创新行动计划基金资助项目(08700741100)
摘    要:为了提高图像的缩放质量,提出一种自适应图像缩放算法。当原图像像素点处于边缘区域时,沿Sobel算子确定的边缘方向进行自适应插值,当原图像像素点处于非边缘区域时,采用双线性插值法进行插值。实验结果表明,Sobel算子可有效获得图像边缘特性,该算法能通过较低的运算复杂度获得较好的图像缩放质量。

关 键 词:图像缩放  Sobel算子  边缘检测
修稿时间: 

Self-adaptive Image Scaling Algorithm Based on Sobel Operator
JIANG Wen,CHEN Geng-sheng,YANG Fan,ZHAO Wen-qing,YIN Wen-bo.Self-adaptive Image Scaling Algorithm Based on Sobel Operator[J].Computer Engineering,2010,36(7):214-216.
Authors:JIANG Wen  CHEN Geng-sheng  YANG Fan  ZHAO Wen-qing  YIN Wen-bo
Affiliation:(State Key Laboratory of ASIC & System, Fudan University, Shanghai 201203)
Abstract:In order to enhance image scaling quality, this paper proposes a self-adaptive image scaling algorithm. When pixel point of original image is in the edge area, the interpretation is carried adaptively along the edge direction obtained by Sobel operator. For the non-edge area, it uses bilinear interpolation algorithm. Experimental result shows that Sobel operator can get the edge characteristics efficiently, and this algorithm can get high-quality scaled images with lower complexity.
Keywords:image scaling  Sobel operator  edge detection
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