Research and Simulation on the Image Segmentation Algorithm with Corn Image Based on HSI Color Model

被引：1
|
作者：
Hou, Xuefeng [1 ]
Shang, Yuanyuan [1 ]
机构：
[1] Capital Normal Univ, Coll Informat Engn, Beijing, Peoples R China
来源：
ADVANCED RESEARCH ON INDUSTRY, INFORMATION SYSTEM AND MATERIAL ENGINEERING | 2012年 / 459卷
关键词：
HSI; Region segmentation; Threshold segmentation; Edge detection; Laplace;
D O I：
10.4028/www.scientific.net/AMR.459.128
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Image segmentation is one focus of digital image processing. In this paper, fourteen different kinds of classical image segmentation algorithms are studied and compared using corn image and simulating in MATLAB based on HSI color model. The result reveals that the method that using H component based on HSI color model to deal with the histogram threshold algorithm and Laplace edge detection algorithm is effectively extract the plant from the corn image.
引用
收藏
页码：128 / 131
页数：4
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