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Modern Mathematics and Applications in Computer Graphics and Vision Guo, Hongyu (University of Houston — Victoria, USA)
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Modern Mathematics and Applications in Computer Graphics and Vision
Guo, Hongyu (University of Houston — Victoria, USA)
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.
Readership: Upper level undergraduate students, graduate students and researchers in computer graphics, geometric modeling, computer vision and machine learning.
500 pages, black & white illustrations, black & white tables, figures
| Mediji | Grāmatas Paperback Book (Grāmata ar mīksto vāku un līmēto muguru) |
| Izlaists | 2014. gada 20. maijs |
| ISBN13 | 9789814449335 |
| Izdevēji | World Scientific Publishing Co Pte Ltd |
| Lapas | 524 |
| Izmēri | 157 × 233 × 37 mm · 754 g |
| Valoda | Angļu |
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