Image Processing and Acquisition using Python (Hardcover)

Ravishankar Chityala, Sridevi Pudipeddi

  • 出版商: CRC
  • 出版日期: 2014-02-19
  • 定價: $3,150
  • 售價: 5.0$1,575
  • 語言: 英文
  • 頁數: 390
  • 裝訂: Hardcover
  • ISBN: 1466583754
  • ISBN-13: 9781466583757
  • 相關分類: Python程式語言
  • 立即出貨 (庫存=1)

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商品描述

Image Processing and Acquisition using Python provides readers with a sound foundation in both image acquisition and image processing—one of the first books to integrate these topics together. By improving readers’ knowledge of image acquisition techniques and corresponding image processing, the book will help them perform experiments more effectively and cost efficiently as well as analyze and measure more accurately. Long recognized as one of the easiest languages for non-programmers to learn, Python is used in a variety of practical examples.

A refresher for more experienced readers, the first part of the book presents an introduction to Python, Python modules, reading and writing images using Python, and an introduction to images. The second part discusses the basics of image processing, including pre/post processing using filters, segmentation, morphological operations, and measurements. The last part describes image acquisition using various modalities, such as x-ray, CT, MRI, light microscopy, and electron microscopy. These modalities encompass most of the common image acquisition methods currently used by researchers in academia and industry.

商品描述(中文翻譯)

《使用Python進行影像處理與擷取》為讀者提供了影像擷取和影像處理的基礎知識,是首本將這兩個主題整合在一起的書籍之一。通過提升讀者對影像擷取技術和相應影像處理方法的了解,本書將幫助他們更有效和節省成本地進行實驗,並能更準確地進行分析和測量。Python一直以來都被認為是非程式設計師學習最容易的語言之一,本書使用了多個實際例子來展示其應用。

對於有經驗的讀者來說,本書的第一部分提供了Python的介紹,包括Python模組、使用Python讀寫影像以及影像的基礎知識。第二部分討論了影像處理的基礎,包括使用濾波器進行前/後處理、分割、形態學操作和測量。最後一部分描述了使用不同模式進行影像擷取的方法,例如X射線、CT、MRI、光學顯微鏡和電子顯微鏡。這些模式涵蓋了目前學術界和工業界研究人員常用的大部分影像擷取方法。