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Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics - Couverture rigide
Synopsis
Numerical Algorithms: Methods For Computer Vision Machine Learning And Graphics by Solomon, 9781482251883, T&F/Crc Press, 2015, Hardcover
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Présentation de l'éditeur
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.
Biographie de l'auteur
Justin Solomon is an assistant professor in the Department of Electrical Engineering and Computer Science at MIT, where he studies problems in shape analysis, machine learning, and graphics from a geometric perspective. He received a PhD in computer science from Stanford University, where he was also a lecturer for courses in graphics, differential geometry, and numerical methods. Subsequently he served as an NSF Mathematical Sciences Postdoctoral Fellow at Princeton’s Program in Applied and Computational Mathematics. Before his graduate studies, he was a member of Pixar’s Tools Research group.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
- ÉditeurApple Academic Press Inc.
- Date d'édition2015
- ISBN 10 1482251884
- ISBN 13 9781482251883
- ReliureRelié
- Langueanglais
- Nombre de pages400
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Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics
Edité par
A K Peters/CRC Press, 2015
ISBN 10 : 1482251884
ISBN 13 : 9781482251883
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Numerical Algorithms
Edité par
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ISBN 10 : 1482251884
ISBN 13 : 9781482251883
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Numerical Algorithms
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Etat : New. Justin Solomon is an assistant professor in the Department of Electrical Engineering and Computer Science at MIT, where he studies problems in shape analysis, machine learning, and graphics from a geometric perspective. He received a PhD. N° de réf. du vendeur 37660660
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Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics
Edité par
A K Peters/CRC Press, 2015
ISBN 10 : 1482251884
ISBN 13 : 9781482251883
Neuf
Couverture rigide
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Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics
Edité par
A K Peters/CRC Press, 2015
ISBN 10 : 1482251884
ISBN 13 : 9781482251883
Neuf
Couverture rigide
Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
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Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics
Edité par
A K Peters/CRC Press, 2015
ISBN 10 : 1482251884
ISBN 13 : 9781482251883
Ancien ou d'occasion
Couverture rigide
Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
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Numerical Algorithms
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Taylor & Francis Group, 2015
ISBN 10 : 1482251884
ISBN 13 : 9781482251883
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Numerical Algorithms : Methods for Computer Vision, Machine Learning, and Graphics
Edité par
A K Peters/CRC Press, 2015
ISBN 10 : 1482251884
ISBN 13 : 9781482251883
Ancien ou d'occasion
Couverture rigide
Vendeur : GreatBookPricesUK, Woodford Green, Royaume-Uni
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Etat : As New. Unread book in perfect condition. N° de réf. du vendeur 22640473
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Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics
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Numerical Algorithms (Hardcover)
Edité par
Apple Academic Press Inc., Oakville, 2015
ISBN 10 : 1482251884
ISBN 13 : 9781482251883
Neuf
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Vendeur : AussieBookSeller, Truganina, VIC, Australie
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Hardcover. Etat : new. Hardcover. 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 topicsfrom numerical linear algebra to optimization and differential equationsfocusing 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. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. N° de réf. du vendeur 9781482251883
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