期刊文献+

改进的Sobel算子彩色图像边缘检测 被引量:12

Color image edge detection based on improved Sobel algorithm
在线阅读 下载PDF
导出
摘要 为了解决传统灰度图像边缘检测中容易出现的边缘定位偏差、边缘丢失以及边缘不连续等问题,结合传统的Sobel梯度边缘检测方法和图像阈值分割技术,提出了一种改进的Sobel算子彩色图像边缘检测方法。通过对比试验结果表明,该方法可以有效地降低色彩边缘的误检率,一定程度上提高了边缘检测器的性能。 The traditional image edge detection methods have many shortcomings such as with edge position deviation, edge lost and with discontinuous edges ere. In order to solve such problems a novel method was provided in this article which combined the traditional Sobel gradient edge detection method and image threshold segmentation technique. Compared with the traditional image edge detection methods, it reduces the color edge detection error rate and improves the edge detection performance.
出处 《电子技术应用》 北大核心 2013年第2期128-129,133,共3页 Application of Electronic Technique
基金 江苏省高校自然科学研究项目(09KDJ510006) 南京人口学院科研基金项目(2010C12) 南京人口学院教学改革研究项目(2010TXGGB12)
关键词 SOBEL 阈值分割 边缘检测 Sobel threshold value edge detection
  • 相关文献

参考文献6

  • 1KOSCHANA,ABIDIM.彩色数字罔像处理[M].章毓晋,译.北京:清华大学出版社,2010.
  • 2NOVAK C L,SHAFER S A.Anatomy of a color histogram[C]. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Champaign, USA: 1992:599-605.
  • 3ROBINSON G S. Color edge detection[C].In: Symposium on Advances in Image Transmission Techniques, San Diego, CA, 1976:126-133.
  • 4PRATTWK.数字图像处理[M].张引,译.北京:机械工业出版社,2009.
  • 5KOSCHAN A, ABIDI M. Detection and classification of edges in color images[J]. IEEE Signal Processing Magazine, 2005,22 ( 1 ) : 64- 73.
  • 6GAO C B, ZHOU J L, HU J R, et al. Edge detection of colour image based on quaternion fractional differential[J]. Image Processing, 2011 , 5 (3) : 261 - 272.

同被引文献107

引证文献12

二级引证文献64

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部