Image Processing and Acquisition using Python (Hardcover)
暫譯: 使用 Python 進行影像處理與擷取 (精裝版)
Ravishankar Chityala, Sridevi Pudipeddi
- 出版商: CRC
- 出版日期: 2014-02-19
- 定價: $3,150
- 售價: 5.0 折 $1,575
- 語言: 英文
- 頁數: 390
- 裝訂: Hardcover
- ISBN: 1466583754
- ISBN-13: 9781466583757
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相關分類:
影像辨識 Image-recognition、Python
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相關主題
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堅實基礎——這是第一本將這些主題整合在一起的書籍。透過提升讀者對影像擷取技術及相應影像處理的知識,本書將幫助他們更有效且具成本效益地進行實驗,並更準確地分析和測量。Python 長期以來被認為是非程式設計師最容易學習的語言之一,並在各種實用範例中使用。
本書的第一部分為經驗較豐富的讀者提供了 Python 的介紹、Python 模組、使用 Python 讀取和寫入影像,以及影像的介紹。第二部分討論了影像處理的基本概念,包括使用濾波器的前處理/後處理、分割、形態學操作和測量。最後一部分描述了使用各種模式進行影像擷取,例如 X 光、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產業界研究人員使用的大多數常見影像擷取方法。
