Mathematical Problems in Image Processing: Partial Differential Equations and the Calculus of Variations
暫譯: 影像處理中的數學問題:偏微分方程與變分法
Gilles Aubert, Pierre Kornprobst
- 出版商: Springer
- 出版日期: 2006-08-01
- 售價: $8,190
- 貴賓價: 9.5 折 $7,781
- 語言: 英文
- 頁數: 379
- 裝訂: Hardcover
- ISBN: 0387322000
- ISBN-13: 9780387322001
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相關分類:
影像辨識 Image-recognition
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商品描述
The updated 2nd edition of this book presents a variety of image analysis applications, reviews their precise mathematics and shows how to discretize them. For the mathematical community, the book shows the contribution of mathematics to this domain, and highlights unsolved theoretical questions. For the computer vision community, it presents a clear, self-contained and global overview of the mathematics involved in image procesing problems. The second edition offers a review of progress in image processing applications covered by the PDE framework, and updates the existing material. The book also provides programming tools for creating simulations with minimal effort.
商品描述(中文翻譯)
本書的更新第二版介紹了各種影像分析應用,回顧了其精確的數學基礎,並展示了如何進行離散化。對於數學界,本書展示了數學在這一領域的貢獻,並突顯了尚未解決的理論問題。對於計算機視覺界,本書提供了一個清晰、自足且全面的概述,涵蓋了影像處理問題中所涉及的數學。第二版回顧了由偏微分方程(PDE)框架所涵蓋的影像處理應用的進展,並更新了現有的材料。本書還提供了創建模擬所需的編程工具,讓讀者能以最小的努力完成。
