Quantitative Analysis of Digital Microscope Images

被引：7
|
作者：
Wolf, David E. [1 ]
Samarasekera, Champika [1 ]
Swedlow, Jason R. [2 ]
机构：
[1] Sensor Technol LLC, Shrewsbury, MA USA
[2] Univ Dundee, Coll Life Sci, Div Gene Regulat & Express, Dundee, Scotland
来源：
DIGITAL MICROSCOPY, 4TH EDITION | 2013年 / 114卷
关键词：
D O I：
10.1016/B978-0-12-407761-4.00014-2
中图分类号：
Q2 [细胞生物学];
学科分类号：
071009 ; 090102 ;
摘要：
This chapter discusses quantitative analysis of digital microscope images and presents several exercises to provide examples to explain the concept. This chapter also presents the basic concepts in quantitative analysis for imaging, but these concepts rest on a well-established foundation of signal theory and quantitative data analysis. This chapter presents several examples for understanding the imaging process as a transformation from sample to image and the limits and considerations of quantitative analysis. This chapter introduces to the concept of digitally correcting the images and also focuses on some of the more critical types of data transformation and some of the frequently encountered issues in quantization. Image processing represents a form of data processing. There are many examples of data processing such as fitting the data to a theoretical curve. In all these cases, it is critical that care is taken during all steps of transformation, processing, and quantization.
引用
收藏
页码：337 / 367
页数：31
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