Level set and PDE based reconstruction methods in imaging : Cetraro, Italy 2008

著者

書誌事項

Level set and PDE based reconstruction methods in imaging : Cetraro, Italy 2008

Martin Burger ... [et al.] ; editors, Martin Burger, Stanley Osher

(Lecture notes in mathematics, 2090 . CIME Foundation subseries)

Springer, c2013

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注記

"The present volume collects the lecture notes of courses given at the CIME Summer School in Cetraro in September 2008."--Pref

Includes bibliographical references

内容説明・目次

内容説明

This book takes readers on a tour through modern methods in image analysis and reconstruction based on level set and PDE techniques, the major focus being on morphological and geometric structures in images. The aspects covered include edge-sharpening image reconstruction and denoising, segmentation and shape analysis in images, and image matching. For each, the lecture notes provide insights into the basic analysis of modern variational and PDE-based techniques, as well as computational aspects and applications.

目次

A Guide to the TV Zoo.- EM-TV methods for inverse problems with Poisson noise.- Variational Methods in Image Matching and Motion Extraction.- Metrics of Curves in Shape Optimization and Analysis.

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詳細情報

  • NII書誌ID(NCID)
    BB13950932
  • ISBN
    • 9783319017112
  • LCCN
    2013950139
  • 出版国コード
    sz
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Cham
  • ページ数/冊数
    vii, 319 p.
  • 大きさ
    24 cm
  • 親書誌ID
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