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基于Canny理论的彩色图像边缘检测 被引量:12

MEASURE ON THE COLORED PICTURE EDGE BASED ON CANNY THEORY
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摘要 选用定位准确的Canny算子,提出一种基于Canny理论的彩色图像边缘检测方法。彩色图像的梯度幅值用其r、g、b分量的梯度幅值之和计算,方向角用r、g、b分量的y方向梯度幅值之和与r、g、b分量的x方向梯度幅值之和的比来确定。从检测结果中可以看出,基于Can-ny理论的彩色图像边缘检测能检测出更多的边缘细节。这说明,用该方法检测彩色图像的边缘是有效的。 Based on Canny operator, This paper have proposed a edge detection method of colored picture based on Canny theory, as the operator can make a reservation accurately. The gradient amplitude of the colored picture are calculated by using the sum of the gradient amplitude of component r, g, b, and direction angle is confirmed by the ratio between the sum of the y direction gradient amplitude of component r, g, b and the sum of the gradient amplitude of x direction of component r, g, b. The results show that the colored picture edges detected by Canny operator have more edge details and thus verify the validation of the method to detect the edge of the colored picture.
作者 解振东
出处 《物探化探计算技术》 CAS CSCD 2007年第4期370-372,280,共3页 Computing Techniques For Geophysical and Geochemical Exploration
基金 四川省科技厅重点项目(Z23)
关键词 彩色图像 CANNY算子 边缘检测 梯度图像 colored picture canny operator the edge detection gradient picture
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参考文献15

  • 1EVANS C J.SANGWINE S J.Ell T A.Hypercomplex color sensitive smoothing filters[ A ].In:Proceedings of IEEE International Conference on Image Processing[ C].Vancouver,Canada,2000.
  • 2PEI S C.CHENG C M.Color image processing by using binary quaternion moment-perserving thresholding technique[ J ].IEEE Transactions on Imaging Processing,1999,8(5):614.
  • 3CAI C,MITRA S K.A normalized color difference edge detector based on quaternion representation[ A ].In:Proceedings of IEEE International on Image Processing[C].Vancouver,Canada,2000:816.
  • 4SANGWINE S J.Colour image edge getector based on quaternion convolution[ J ].Electronic Letters,1998,34(10):969.
  • 5MCCAB A.WEST G.CALLI T.Filter techniques for complex spatio-chromatic image processing[ A ].In:Proceedings of IEEE International Conference on Image Proceeding[C],Chicago,Illinois,USA,1998.
  • 6张全海,施鹏飞.基于HSV空间彩色图像的边缘提取方法[J].计算机仿真,2000,17(6):25-27. 被引量:26
  • 7朱方,万百五,梁德群.基于矢量的彩色图像边缘检测[J].计算机工程与应用,2001,37(23):106-108. 被引量:7
  • 8SCHARCANSKI J,VENETSANOPOULOS A.N.Edge detection of color images using directional operators[ J ].IEEE Transaction on Circuits and Systems for Video Technology,1997,7(2):397.
  • 9TRAHANIAS P.E,VENETSANOPOULOS A.N.Vector order statistics operators as color edge detectors[ J ].IEEE Transaction on Systems,Man and Cybernetics,Part B,1996,26(1):135.
  • 10徐继友,朱耆祥.小波变换在图象边缘提取中的应用[J].光电工程,1998,25(4):28-34. 被引量:21

二级参考文献23

  • 1阎超德,赵学胜.GIS空间索引方法述评[J].地理与地理信息科学,2004,20(4):23-26. 被引量:43
  • 2陈静.静态图像压缩标准回眸[J].计算机应用与软件,2005,22(9):130-132. 被引量:9
  • 3[1]Trahanias P E,Venetsanopoulos A N.Color edge detection using vector statistics[J].IEEE Trans Image Processing, 1993;2(4):259~264
  • 4[2]Scharcanski J,Venetsanopoulos A N.Edge detection of color images using directional operations[J].IEEE Trans Circuits and Systems for Video Technology, 1997 ;7(2) :397~401
  • 5[3]Torre V,Poggio T A.On edge detection[J].IEEE Trans Pattern anal Mach Intel, 1986;8(2): 147~163
  • 6聂守平,应用光学,1995年,16卷,2期
  • 7秦前清,实用小波分析,1995年
  • 8Stephane Mallat,IEEE Trans Inf Theory,1992年,38卷,2期
  • 9顾德门 J W,傅里叶光学导论,1976年,150页
  • 10贾天旭,西安交通大学学报,1996年,30卷,1期

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二级引证文献32

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