Stochastic Geometry for Image Analysis (Hardcover)
暫譯: 隨機幾何在影像分析中的應用 (精裝版)

Xavier Descombes

  • 出版商: Wiley
  • 出版日期: 2011-12-12
  • 定價: $4,980
  • 售價: 9.5$4,731
  • 語言: 英文
  • 頁數: 384
  • 裝訂: Hardcover
  • ISBN: 1848212402
  • ISBN-13: 9781848212404
  • 立即出貨 (庫存=1)

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商品描述

This book develops the stochastic geometry framework for image analysis purpose. Two main frameworks are  described: marked point process and random closed sets models. We derive the main issues for defining an appropriate model. The algorithms for sampling and optimizing the models as well as for estimating parameters are reviewed.  Numerous applications, covering remote sensing images, biological and medical imaging, are detailed.  This book provides all the necessary tools for developing an image analysis application based on modern stochastic modeling.

商品描述(中文翻譯)

本書發展了隨機幾何框架以用於影像分析。描述了兩個主要框架:標記點過程和隨機閉集合模型。我們推導了定義適當模型的主要問題。回顧了用於抽樣和優化模型以及估計參數的算法。詳細介紹了涵蓋遙感影像、生物醫學影像的眾多應用。本書提供了基於現代隨機建模開發影像分析應用所需的所有工具。

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