Color image segmentation by scale-space image analysis

被引:0
作者
Wei, Zhi-Qiang [1 ]
Yang, Miao [1 ]
机构
[1] China Ocean Univ, Dept Comp Sci, Qingdao 266061, Peoples R China
来源
2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS | 2007年
关键词
watershed; scale-spaces; hierarchical image analysis;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
An image analysis method has been proposed to segment color images. The method is capable of segmenting color images based on Watershed Transform and scale-space analysis of the images. We analyze hierarchical, geometric properties and the hue uniformity measure of the free of scale-space and shou, the experimental results for several biological and medical images. The experimental results show that the proposed method provides effective segmentation. Moreover, this approach preserves the object contour, an important feature because of the performance of measure and other chemical processes are greatly influenced by their morphological character.
引用
收藏
页码:1377 / 1381
页数:5
相关论文
共 11 条
[1]  
Beucher S., 2018, Mathematical morphology in image processing, P433, DOI DOI 10.1201/9781482277234-12
[2]  
CUTSEM BV, 1998, J CLASSIF, V15, P93
[3]  
Deshmukh Kanchan, 2006, INDIAN I SCI SEP, V86, P493
[4]  
LOTUFO RA, 2002, P INT S MATH MORPH S
[5]  
Metzler V.T, 2002, P ISMM2002 AUSTR APR, P265
[6]  
Meyer F, 1999, LECT NOTES COMPUT SC, V1682, P351
[7]  
VACHIER C, 1995, P 1995 IEEE WORKSH N, V1, P254
[8]  
van de Weijer J, 2004, 12TH COLOR IMAGING CONFERENCE: COLOR SCIENCE AND ENGINEERING SYSTEMS, TECHNOLOGIES, APPLICATIONS, P100
[9]  
VANHAMEL I, 2000, P 1 INT C COL GRAPH, P93
[10]   WATERSHEDS IN DIGITAL SPACES - AN EFFICIENT ALGORITHM BASED ON IMMERSION SIMULATIONS [J].
VINCENT, L ;
SOILLE, P .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1991, 13 (06) :583-598