Microscope Image Processing
暫譯: 顯微鏡影像處理

Merchant, Fatima, Castleman, Kenneth

  • 出版商: Academic Press
  • 出版日期: 2022-08-30
  • 售價: $5,160
  • 貴賓價: 9.5$4,902
  • 語言: 英文
  • 頁數: 528
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128210494
  • ISBN-13: 9780128210499
  • 海外代購書籍(需單獨結帳)

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商品描述

Microscope Image Processing, Second Edition, introduces the basic fundamentals of image formation in microscopy including the importance of image digitization and display, which are key to quality visualization. Image processing and analysis are discussed in detail to provide readers with the tools necessary to improve the visual quality of images, and to extract quantitative information. Basic techniques such as image enhancement, filtering, segmentation, object measurement, and pattern recognition cover concepts integral to image processing. In addition, chapters on specific modern microscopy techniques such as fluorescence imaging, multispectral imaging, three-dimensional imaging and time-lapse imaging, introduce these key areas with emphasis on the differences among the various techniques.

The new edition discusses recent developments in microscopy such as light sheet microscopy, digital microscopy, whole slide imaging, and the use of deep learning techniques for image segmentation and analysis with big data image informatics and management.

Microscope Image Processing, Second Edition, is suitable for engineers, scientists, clinicians, post-graduate fellows and graduate students working in bioengineering, biomedical engineering, biology, medicine, chemistry, pharmacology and related fields, who use microscopes in their work and would like to understand the methodologies and capabilities of the latest digital image processing techniques or desire to develop their own image processing algorithms and software for specific applications.

商品描述(中文翻譯)

《顯微鏡影像處理(第二版)》介紹了顯微鏡影像形成的基本原理,包括影像數位化和顯示的重要性,這些都是高品質視覺化的關鍵。書中詳細討論了影像處理和分析,提供讀者改善影像視覺品質和提取定量資訊所需的工具。基本技術如影像增強、濾波、分割、物體測量和模式識別涵蓋了影像處理中不可或缺的概念。此外,針對現代顯微鏡技術的章節,如螢光成像、多光譜成像、三維成像和延時成像,強調了各種技術之間的差異,介紹了這些關鍵領域。

新版本討論了顯微鏡的最新發展,如光片顯微鏡、數位顯微鏡、全片影像以及使用深度學習技術進行影像分割和分析,並結合大數據影像資訊學和管理。

《顯微鏡影像處理(第二版)》適合從事生物工程、生醫工程、生物學、醫學、化學、藥理學及相關領域的工程師、科學家、臨床醫生、研究生和碩士生,他們在工作中使用顯微鏡,並希望了解最新數位影像處理技術的方法論和能力,或希望為特定應用開發自己的影像處理演算法和軟體。