Modern Mathematics and Applications in Computer Graphics and Vision (Paperback) (ISBN-13: 9789814449335)

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.

Author: Hongyu Guo
ISBN-10: 9814449334
ISBN-13: 9789814449335
Publisher: World Scientific Publishing Company
Language: English
Published: 05/20/2014
Pages: 524
Format: Paperback
Weight: 1.65lbs
Size: 8.90h x 6.00w x 1.20d