Mathematics for Computer Graphics

John Vince explains a comprehensive range of mathematical techniques and problem-solving strategies associated with computer games, computer animation, special effects, virtual reality, CAD and other areas of computer graphics in this completely revised and expanded seventh edition.

The first five chapters cover a general introduction, number sets, algebra, trigonometry and coordinate systems, which are employed in the following chapters on determinants, vectors, matrix algebra, complex numbers, geometric transforms, quaternion algebra, quaternions in space, interpolation, statistics, curves and patches, analytical geometry and barycentric coordinates. Following this, the reader is introduced to the relatively new subject of geometric algebra, followed by two chapters that introduce differential and integral calculus. Finally, there are chapters on Fourier analysis and Worked examples.

Mathematics for Computer Graphics covers all of the key areas of the subject, including:

• Number sets

• Algebra

• Trigonometry

• Complex numbers

• Coordinate systems

• Determinants

• Vectors

• Quaternions

• Matrix algebra

• Geometric transforms

• Interpolation

• Curves and surfaces

• Analytic geometry

• Statistics

• Barycentric coordinates

• Geometric algebra

• Differential calculus

• Integral calculus

• Fourier analysis

This seventh edition contains approximately 200 worked examples and over 350 colour illustrations, which are central to the author's descriptive writing style. Mathematics for Computer Graphics provides a sound understanding of the mathematics required for computer graphics software and setting the scene for further reading of more advanced books and technical research papers.

Comprehensive introduction to the mathematics used in computer graphics Includes new chapters on statistics and Fourier analysis Richly illustrated with numerous worked examples

Autorentext

Professor John Vince began working in computer graphics at Middlesex Polytechnic in 1968. His research activities centered on computer animation software and resulted in the PICASO and PRISM animation systems. Whilst at Middlesex, he designed the UK's first MSc course in Computer Graphics and developed a popular program of short courses in computer animation for television designers. In 1986 he joined Rediffusion Simulation as a Research Consultant and worked on the development of real-time computer systems for commercial flight simulators. In 1992 he was appointed Chief Scientist of Thomson Training Simulation Ltd. In 1995 he was appointed Professor of Digital Media at the National Centre for Computer Animation at Bournemouth University and in 1999 he was made Head of Academic Group for Computer Animation. He was awarded a DSc by Brunel University in recognition of his work in computer graphics. He has written and edited over 45 books on computer graphics, computer animation, computer science and virtual reality, including the following Springer titles: Calculus for Computer Graphics, 2nd edition (2019) Mathematics for Computer Graphics, 5th edition (2017) Imaginary Mathematics for Computer Science, (2018) Foundation Mathematics for Computer Science, 2nd edition (2015) Matrix Transforms for Computer Games and Animation (2012) Expanding the Frontiers of Visual Analytics and Visualization (2012) Quaternions for Computer Graphics (2011) Rotation Transforms for Computer Graphics (2011) Geometric Algebra: An Algebraic System for Computer Animation and Games (2009) Geometric Algebra for Computer Graphics (2008)

Inhalt

Chapter 1.Introduction.- Chapter 2.Numbers.- Chapter 3.Algebra.- Chapter 4.Trigonometry.- Chapter 5.Coordinate Systems.- Chapter 6.Determinants.- Chapter 7.Vectors.- Chapter 8.Matrices.- Chapter 9.Complex Numbers.- Chapter 10.Geometric Transforms.- Chapter 11.Quaternion Algebra.- Chapter 12.Quaternions in Space.- Chapter 13.Interpolation.- Chapter 14.Curves and Patches.- Chapter 15.Analytic Geometry.- Chapter 16.Statistics.- Chapter 17.Barycentric Coordinates.- Chapter 18.Geometric Algebra.- Chapter 19.Calculus: Derivatives.- Chapter 20.Calculus: Integration.- Chapter 21.Fourier Series.- Chapter 22.Worked Examples.