3D Computer Vision: Foundations and Advanced Methodologies

Zhang, Yu-Jin

3D Computer Vision: Foundations and Advanced Methodologies
  • 出版商: Springer
  • 出版日期: 2024-04-27
  • 售價: $7,150
  • 貴賓價: 9.5 折 $6,793
  • 語言: 英文
  • 頁數: 469
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9811976023
  • ISBN-13: 9789811976025
  • 相關分類: Computer Vision

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book offers a comprehensive and unbiased introduction to 3D Computer Vision, ranging from its foundations and essential principles to advanced methodologies and technologies. Divided into 11 chapters, it covers the main workflow of 3D computer vision as follows: camera imaging and calibration models; various modes and means of 3D image acquisition; binocular, trinocular and multi-ocular stereo vision matching techniques; monocular single-image and multi-image scene restoration methods; point cloud data processing and modeling; simultaneous location and mapping; generalized image and scene matching; and understanding spatial-temporal behavior.

Each topic is addressed in a uniform manner: the dedicated chapter first covers the essential concepts and basic principles before presenting a selection of typical, specific methods and practical techniques. In turn, it introduces readers to the most important recent developments, especially in the last three years. This approachallows them to quickly familiarize themselves with the subject, implement the techniques discussed, and design or improve their own methods for specific applications. The book can be used as a textbook for graduate courses in computer science, computer engineering, electrical engineering, data science, and related subjects. It also offers a valuable reference guide for researchers and practitioners alike.

商品描述(中文翻譯)

本書提供了一個全面且客觀的3D計算機視覺介紹，涵蓋了其基礎和基本原則到先進的方法論和技術。全書分為11章，主要涵蓋3D計算機視覺的工作流程，包括：相機成像和校準模型；各種3D影像獲取的模式和方式；雙目、三目及多目立體視覺匹配技術；單目單影像和多影像場景重建方法；點雲數據處理和建模；同時定位與地圖構建；廣義影像和場景匹配；以及理解時空行為。

每個主題都以統一的方式進行探討：專門的章節首先涵蓋基本概念和基本原則，然後介紹一系列典型的具體方法和實用技術。接著，它向讀者介紹最近三年內最重要的發展。這種方法使讀者能夠迅速熟悉該主題，實施所討論的技術，並為特定應用設計或改進自己的方法。本書可作為計算機科學、計算機工程、電機工程、數據科學及相關科目的研究生課程教材，也為研究人員和實務工作者提供了寶貴的參考指南。

作者簡介

Yu-Jin ZHANG received his Ph.D. in Applied Science from the State University of Liège, Belgium, in 1989. From 1989 to 1993, he was a post-doctoral fellow and research fellow at the Delft University of Technology, the Netherlands. In 1993, he joined the Department of Electronic Engineering, Tsinghua University, Beijing, China, where he has been a professor (since 1997) and tenured professor (since 2014) of Image Engineering.

Actively engaged in image engineering education and research, he has published more than 500 research papers and more than 50 books, including the series of textbooks "Image Engineering (I): Image Processing," "Image Engineering (II): Image Analysis," "Image Engineering (III): Image Understanding" and "Image Engineering (bound volume)" (1st, 2nd, 3rd, and 4th editions); three monographs: "Image Segmentation," "Content-based Visual Information Retrieval" and "Subspace-based Face Recognition," and one dictionary: "AnEnglish-Chinese Dictionary of Image Engineering" (1st, 2nd, and 3rd editions), as well as three edited books: "Advances in Image and Video Segmentation," "Semantic-Based Visual Information Retrieval" and "Advances in Face Image Analysis: Techniques and Technologies."

He is the honorary chairman of supervisors (2020 to present) of the China Society of Image and Graphics (CSIG), and one of first Fellow members of the China Society of Image and Graphics (since 2019). He is the current or former deputy editor-in-chief of "Journal of Image and Graphics" and associate editor of "Acta Automatica Sinica," "International Journal of Image and Graphics," "Journal of CAD and Computer Graphics," "Journal of Electronics and Information," "Optical Engineering," "Pattern Recognition Letters" and "Signal Processing." He was the program chair of the First, Second, Fourth, Fifth, Sixth, Seventh and Eighth International Conference on Image and Graphics (ICIG'2000, ICIG'2002, ICIG'2007, ICIG'2009, ICIG'2011, ICIG'2013, and ICIG'2015). He was the program chair of "The Twenty-Fourth International Conference on Image Processing (ICIP'2017)."

He has been a senior member of the IEEE since 1999, a Fellow of the SPIE since 2011, and a Fellow of the CSIG since 2019.

作者簡介(中文翻譯)

Yu-Jin ZHANG 於1989年在比利時列日大學獲得應用科學博士學位。從1989年到1993年，他在荷蘭代爾夫特科技大學擔任博士後研究員和研究員。1993年，他加入中國北京的清華大學電子工程系，自1997年起擔任教授，自2014年起擔任終身教授，專注於影像工程。

他積極參與影像工程的教育和研究，已發表超過500篇研究論文和50本以上的書籍，包括系列教科書《影像工程 (I): 影像處理》、《影像工程 (II): 影像分析》、《影像工程 (III): 影像理解》和《影像工程 (合訂本)》（第1、2、3和4版）；三本專著：《影像分割》、《基於內容的視覺信息檢索》和《基於子空間的人臉識別》，以及一本詞典：《影像工程英漢詞典》（第1、2和3版），還有三本編輯書籍：《影像與視頻分割的進展》、《基於語義的視覺信息檢索》和《人臉影像分析的進展：技術與技術》。

他是中國圖像與圖形學會（CSIG）的名譽主席（2020年至今），並且是中國圖像與圖形學會的首批Fellow成員之一（自2019年起）。他目前或曾擔任《圖像與圖形學報》的副主編，以及《自動化學報》、《國際圖像與圖形學報》、《計算機輔助設計與計算機圖形學報》、《電子與信息學報》、《光學工程》、《模式識別快報》和《信號處理》的副編輯。他曾擔任第一、第二、第四、第五、第六、第七和第八屆國際圖像與圖形學會議（ICIG'2000、ICIG'2002、ICIG'2007、ICIG'2009、ICIG'2011、ICIG'2013和ICIG'2015）的程序主席。他還擔任第二十四屆國際影像處理會議（ICIP'2017）的程序主席。

自1999年以來，他一直是IEEE的資深會員，自2011年以來是SPIE的Fellow，自2019年以來是CSIG的Fellow。

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