Modern Mathematics and Applications in Computer Graphics and Vision pdf epub mobi txt 电子书下载 2025

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Hongyu Guo,Associate Professor in School Of Arts And Sciences, a department of University of Houston-Victoria.

Author web page: https://www.uhv.edu/arts-and-sciences/about/faculty/listing/hongyu-guo.aspx

出版者:World Scientific Publishing Co. Pte. Ltd

作者:Guo, Hongyu

出品人:

页数:524

译者:

出版时间:2014

价格:USD 52.07

装帧:Paperback

isbn号码:9789814449335

丛书系列:

图书标签:

计算机视觉
计算机科学
计算机图形学
数学
学术
图像处理
Graphics

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This book gathers different areas of mathematics like algebra, geometry, and topology in one place and shows applications of them to computer graphics and vision. It is written in an accessible fashion with a number of images, examples, and exercises. It is intended for upper level undergraduate students, graduate students and researchers in computer graphics, computer vision, and game programming.” Zentralblatt Math This book presents a concise exposition of modern mathematical concepts, models and methods with applications in computer graphics, vision and machine learning. The compendium is organized in four parts - Algebra, Geometry, Topology, and Applications. One of the features is a unique treatment of tensor and manifold topics to make them easier for the students. All proofs are omitted to give an emphasis on the exposition of the concepts. Effort is made to help students to build intuition and avoid parrot-like learning. There is minimal inter-chapter dependency. Each chapter can be used as an independent crash course and the reader can start reading from any chapter - almost. This book is intended for upper level undergraduate students, graduate students and researchers in computer graphics, geometric modeling, computer vision, pattern recognition and machine learning. It can be used as a reference book, or a textbook for a selected topics course with the instructor's choice of any of the topics.