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| 基于边缘最大梯度的多方向优化插值算法 | |
| 引用本文： | 党向盈,吴锡生,赵勇.基于边缘最大梯度的多方向优化插值算法[J].计算机应用研究,2007,24(9):317-320. |
| 作者姓名： | 党向盈 吴锡生 赵勇 |
| 作者单位： | 1. 江南大学,信息工程学院,江苏,无锡,214122;徐州教育学院,江苏,徐州,221008 2. 江南大学,信息工程学院,江苏,无锡,214122 3. 徐州教育学院,江苏,徐州,221008 |
| 摘 要： | 提出一种在传统插值图像基础上,对高分辨率图像进行边缘检测算法.该算法处理RGB彩色图像时,先进行色融合,再检测;然后根据边缘多方向梯度特征,对边缘邻接像素点作优化处理.在多倍插值放大时,采用小步长倍率递进方式.实验结果表明,算法模型简单易于实现,消除了传统图像插值算法边缘锯齿和模糊,保持了图像边缘细节和纹理特征,对彩色图像视觉效果更为明显. |
| 关 键 词： | 图像插值 放大 边缘检测 梯度 基于边缘 最大梯度 方向优化 插值算法 algorithm edge based interpolation optimization 视觉效果 纹理特征 图像边缘 模糊 锯齿 算法模型 结果 实验 倍率 步长 插值放大 |
| 文章编号： | 1001-3695（2007）09-0317-04 |
| 修稿时间： | 2006-07-05 |
Novel multi direction optimization interpolation based on edge max gradient algorithm |
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| DANG Xiang ying,WU Xi sheng,ZHAO Yong.Novel multi direction optimization interpolation based on edge max gradient algorithm[J].Application Research of Computers,2007,24(9):317-320. | |
| Authors: | DANG Xiang ying WU Xi sheng ZHAO Yong |
| Affiliation: | 1. School of Information Engineering, Southern Yangtze University, Wuxi Jiangsu 214122, China; 2. Xuzhou Education College , Xuzhou Jiangsu 221006, China |
| Abstract: | Based on the conventional interpolation image,high-resolution image's edges were obtain using edge detector method.If the image was combined by RGB,color fusion should be processed first.Then optimized the edge's neighbors based on max-gradient character of the edge's multi-direction.Multi-time magnification uses small step-up ratio method.Ex- perimental results demonstrate that this algorithm model is terse and realizable easily,the blur and jaggy of image detail are avoided.The visual quality of the color interpolated images is more prominent. |
| Keywords: | image interpolation magnification edge detection gradient |
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