Identification and Measurement of Convolutions in Cotton Fiber Using Image Analysis

被引:1
作者
Young J. Han
Yong-Jin Cho
Wade E. Lambert
Charles K. Bragg
机构
[1] Clemson University,Department of Agricultural and Biological Engineering
[2] Korea Food Research Institute,undefined
[3] Cotton Quality Research Station,undefined
来源
Artificial Intelligence Review | 1998年 / 12卷
关键词
convolution; cotton fiber; image analysis;
D O I
暂无
中图分类号
学科分类号
摘要
An image analysis procedure was developed to quantify morphological characteristics of convolutions in individual cotton fibers without pre-tensioning or orientation requirements. The image of each fiber was captured by a PC-based color imaging system using a conventional microscope. Ends of individual cotton fibers were glued on a microscope slide without any tension or straightening. A modified watershed technique was implemented to identify individual convolution segments, which were defined as sections of the fiber bordered by two neighboring convolutions. Length, area and perimeter of each convolution segment were measured directly from the image. Average width, shape factor and number of convolution segments in mm were calculated from the measured parameters. Performance of the image analysis algorithm was compared with visual inspection for number and position of convolution segments in three different varieties of cotton. Image analysis results agreed with visual inspection in 89.6% of the tested images.
引用
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页码:201 / 211
页数:10
相关论文
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