Image Processing with Cellular Topology

Kovalevsky, Vladimir

Image Processing with Cellular Topology
  • 出版商: Springer
  • 出版日期: 2023-03-30
  • 售價: $6,290
  • 貴賓價: 9.5 折 $5,976
  • 語言: 英文
  • 頁數: 184
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811657742
  • ISBN-13: 9789811657740

    • 海外代購書籍(需單獨結帳)

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商品描述

This book explains why the finite topological space known as abstract cell complex is important for successful image processing and presents image processing methods based on abstract cell complex, especially for tracing and encoding of boundaries of homogeneous regions. Many examples are provided in the book, some teach you how to trace and encode boundaries in binary, indexed and colour images. Other examples explain how to encode a boundary as a sequence of straight-line segments which is important for shape recognition. A new method of edge detection in two- and three-dimensional images is suggested. Also, a discussion problem is included in the book: A derivative is defined as the limit of the relation of the increment of the function to the increment of the argument as the latter tends to zero. Is it not better to estimate derivatives as the relation of the increment of the function to the optimal increment of the argument instead of taking exceedingly small increment which leads to errors? This book addresses all above questions and provide the answers.

作者簡介

Vladimir A. Kovalevsky received his diploma in physics from the Kharkov University (Ukraine) in 1950, the first doctoral degree in technical sciences from the Central Institute of Metrology (Leningrad) in 1957, and the second doctoral degree in computer science from the Institute of Cybernetics of the Academy of Sciences of the Ukraine (Kiev) in 1968. From 1961 to 1983 he served as Head of Department of Pattern Recognition at that Institute.

He has been living in Germany since 1983. From 1983 to 1989 he was researcher at the Central Institute of Cybernetics of the Academy of Sciences of the GDR, Berlin. From 1989 to 2004 he was professor of computer science at the University of Applied Sciences Berlin with an interruption for three years (1998-2001). In that time, he was scientific collaborator at the University of Rostock. He worked as visiting researcher at the University of Pennsylvania (1990), as visiting professor of computer sciences at the Manukau Institute of Technology, New Zealand (2005), at the Department of Automatic Control of the "Centro de Investigación y de Estudios Avanzados del IPN" in Mexico (2006), at the University of Applied Sciences Wildau, Germany (2008) and at the Chonbuk National University, Korea (2009). He has been plenary speaker at conferences in Europe, America and New Zealand. His research interests include digital geometry, digital topology, computer vision, image processing and pattern recognition. He has published four monographs and more than 180 journal and conference papers in image analysis, digital geometry and digital topology.

作者簡介(中文翻譯)

弗拉迪米爾·科瓦列夫斯基（Vladimir A. Kovalevsky）於1950年從哈爾科夫大學（烏克蘭）獲得物理學學位，於1957年從中央計量學院（列寧格勒）獲得技術科學的首個博士學位，並於1968年從烏克蘭科學院控制理論研究所（基輔）獲得計算機科學的第二個博士學位。從1961年到1983年，他在該研究所擔任模式識別部門的主任。

自1983年以來，他一直居住在德國。從1983年到1989年，他在東德科學院控制理論研究所擔任研究員，位於柏林。從1989年到2004年，他在柏林應用科學大學擔任計算機科學教授，期間中斷了三年（1998年至2001年）。在此期間，他是羅斯托克大學的科學合作者。他曾在賓夕法尼亞大學（1990年）擔任訪問研究員，新西蘭馬努考應用技術學院（2005年）擔任計算機科學訪問教授，墨西哥“國家科學與技術研究中心”自動控制系（2006年）擔任訪問教授，德國威爾道應用科學大學（2008年）擔任訪問研究員，以及韓國全北國立大學（2009年）擔任訪問教授。他曾在歐洲、美洲和新西蘭的會議上擔任主題演講嘉賓。他的研究興趣包括數字幾何學、數字拓撲學、計算機視覺、圖像處理和模式識別。他出版了四本專著和180多篇國際期刊和會議論文，涉及圖像分析、數字幾何學和數字拓撲學。

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