3-D Computer Vision: Principles, Algorithms and Applications

Zhang, Yu-Jin

3-D Computer Vision: Principles, Algorithms and Applications

相關主題

商品描述

This textbook offers advanced content on computer vision (basic content can be found in its prerequisite textbook, "2D Computer Vision: Principles, Algorithms and Applications"), including the basic principles, typical methods and practical techniques. It is intended for graduate courses on related topics, e.g. Computer Vision, 3-D Computer Vision, Graphics, Artificial Intelligence, etc.

The book is mainly based on my lecture notes for several undergraduate and graduate classes I have offered over the past several years, while a number of topics stem from my research publications co-authored with my students. This book takes into account the needs of learners with various professional backgrounds, as well as those of self-learners. Furthermore, it can be used as a reference guide for practitioners and professionals in related fields.

To aid in comprehension, the book includes a wealth of self-test questions (with hints and answers). On the one hand, these questions help teachers to carry out online teaching and interact with students during lectures; on the other, self-learners can use them to assess whether they have grasped the key content.

商品描述(中文翻譯)

這本教科書提供了關於電腦視覺的高級內容（基礎內容可以在其先修教科書《2D電腦視覺：原理、演算法和應用》中找到），包括基本原理、典型方法和實用技巧。它適用於相關主題的研究生課程，例如電腦視覺、3D電腦視覺、圖形學、人工智慧等。

這本書主要基於我在過去幾年中開設的幾門本科和研究生課程的講義，同時也包含了我與學生合著的研究論文中的一些主題。這本書考慮到了具有不同專業背景的學習者的需求，也適用於自學者。此外，它還可以作為相關領域從業人員的參考指南。

為了幫助理解，這本書包含了豐富的自測問題（附有提示和答案）。一方面，這些問題有助於教師進行線上教學並在講義期間與學生互動；另一方面，自學者可以用它們來評估自己是否掌握了關鍵內容。

作者簡介

Yu-Jin ZHANG received his Ph.D. in Applied Science from the State University of Liège, Liège, Belgium, in 1989. From 1989 to 1993, he was a postdoctoral fellow and research fellow at the Delft University of Technology, Delft, 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.

He is active in education on and research into image engineering (including image processing, image analysis, and image understanding) and has published more than 550 research papers and more than 50 books in this field.

He has served as program chair of the "Twenty-Fourth International Conference on Image Processing (ICIP'2017)" and several other international conferences. He is the Honorary Chairman of Supervisors (since 2020) of CSIG, a Fellow of SPIE (since 2011) and a Fellow of CSIG (since 2019).

作者簡介(中文翻譯)

張玉進於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，他在荷蘭代爾夫特理工大學擔任博士後研究員和研究員。1993年，他加入清華大學電子工程系，並成為影像工程的教授（自1997年起）和終身教授（自2014年起）。

他在影像工程（包括影像處理、影像分析和影像理解）的教育和研究方面非常活躍，並在該領域發表了550多篇研究論文和50多本書籍。

他曾擔任「第二十四屆國際影像處理大會（ICIP'2017）」等多個國際會議的程序主席。他是CSIG（中國圖像圖形學學會）的榮譽主席（自2020年起），SPIE（國際光學工程學會）的會士（自2011年起）和CSIG的會士（自2019年起）。

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