Shape Reconstruction from Apparent Contours: Theory and Algorithms (Computational Imaging and Vision)
暫譯: 從表面輪廓重建形狀:理論與演算法(計算影像與視覺)

Giovanni Bellettini, Valentina Beorchia, Maurizio Paolini, Franco Pasquarelli

  • 出版商: Springer
  • 出版日期: 2015-03-23
  • 售價: $2,430
  • 貴賓價: 9.5$2,309
  • 語言: 英文
  • 頁數: 365
  • 裝訂: Hardcover
  • ISBN: 3662451905
  • ISBN-13: 9783662451908
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

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商品描述

Motivated by a variational model concerning the depth of the objects in a picture and the problem of hidden and illusory contours, this book investigates one of the central problems of computer vision: the topological and algorithmic reconstruction of a smooth three dimensional scene starting from the visible part of an apparent contour.

The authors focus their attention on the manipulation of apparent contours using a finite set of elementary moves, which correspond to diffeomorphic deformations of three dimensional scenes.

A large part of the book is devoted to the algorithmic part, with implementations, experiments, and computed examples. The book is intended also as a user's guide to the software code appcontour, written for the manipulation of apparent contours and their invariants. This book is addressed to theoretical and applied scientists working in the field of mathematical models of image segmentation.

商品描述(中文翻譯)

本書受到關於圖像中物體深度的變分模型以及隱藏和錯覺輪廓問題的啟發,探討了計算機視覺中的一個核心問題:從可見的表觀輪廓部分開始,對平滑三維場景進行拓撲和算法重建。

作者專注於使用有限的基本操作來操控表觀輪廓,這些操作對應於三維場景的微分同胚變形。

本書的大部分內容專注於算法部分,包括實現、實驗和計算示例。本書同時也作為用戶指南,介紹了用於操控表觀輪廓及其不變量的軟體代碼 appcontour。本書的讀者對象是從事圖像分割數學模型領域的理論和應用科學家。