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直接HOUGH变换在灰度图像中多直线检测的研究
the Method of Direct Hough Transform for Line in Gray-scale Image Detection
【摘要】 本文提出了利用灰度图像的梯度信息直接进行HOUGH变换以检测直线的方法;文中简述了传统HOUGH变换检测直线和直接HOUGH变换检测直线的原理和方法;通过编程对不加噪声和加了GAUSE噪声图像中单根直线和多根直线进行了检测,并且获取了理想的实验效果;文中最后还对实际数字图像中条纹轮廓进行了检测,也获得了理想效果。实验证明,直接HOUGH变换的方法具有计算量小、运算速度快和抗噪能力强的特点。
【Abstract】 A novel Hough transform is proposed in this paper to detect line from gradient-scale images without binary operation. This method has the advantages of fast computation and robustness to noises. Through writing computer program ,it has achieved fine result.
【关键词】 图像识别;
Hough变换;
灰度图像;
直线检测;
【Key words】 mage recognition; Hough transform; Gradient image; Line detection;
【Key words】 mage recognition; Hough transform; Gradient image; Line detection;
- 【文献出处】 科技广场 ,Science Mosaic , 编辑部邮箱 ,2005年02期
- 【分类号】TP274.4
- 【被引频次】12
- 【下载频次】872