Download Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics
Download Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics
Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics by Justin Solomon
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Author: Justin Solomon
Page Count: 400 pages
Published Date: 13 Jul 2015
Publisher: Apple Academic Press Inc.
Publication Country: Oakville, Canada
Language: English
ISBN: 9781482251883
File size: 49 Mb
Download Link: numerical algorithms methods for computer vision, machine learning, and graphics
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Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics presents a new approach to numerical analysis for modern computer scientists. Using examples from a broad base of computational tasks, including data processing, computational photography, and animation, the textbook introduces numerical modeling and algorithmic design from a practical standpoint and provides insight into the theoretical tools needed to support these skills. The book covers a wide range of topics-from numerical linear algebra to optimization and differential equations-focusing on real-world motivation and unifying themes. It incorporates cases from computer science research and practice, accompanied by highlights from in-depth literature on each subtopic. Comprehensive end-of-chapter exercises encourage critical thinking and build students' intuition while introducing extensions of the basic material. The text is designed for advanced undergraduate and beginning graduate students in computer science and related fields with experience in calculus and linear algebra. For students with a background in discrete mathematics, the book includes some reminders of relevant continuous mathematical background.
Read online Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics Buy Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics Download Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
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Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics by Justin Solomon
Author: Justin Solomon
Page Count: 400 pages
Published Date: 13 Jul 2015
Publisher: Apple Academic Press Inc.
Publication Country: Oakville, Canada
Language: English
ISBN: 9781482251883
File size: 49 Mb
Download Link: numerical algorithms methods for computer vision, machine learning, and graphics
---------------------------------------------------------------
Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics presents a new approach to numerical analysis for modern computer scientists. Using examples from a broad base of computational tasks, including data processing, computational photography, and animation, the textbook introduces numerical modeling and algorithmic design from a practical standpoint and provides insight into the theoretical tools needed to support these skills. The book covers a wide range of topics-from numerical linear algebra to optimization and differential equations-focusing on real-world motivation and unifying themes. It incorporates cases from computer science research and practice, accompanied by highlights from in-depth literature on each subtopic. Comprehensive end-of-chapter exercises encourage critical thinking and build students' intuition while introducing extensions of the basic material. The text is designed for advanced undergraduate and beginning graduate students in computer science and related fields with experience in calculus and linear algebra. For students with a background in discrete mathematics, the book includes some reminders of relevant continuous mathematical background.
Read online Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics Buy Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics Download Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
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