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Modern mathematics and applications ...

Guo, Hongyu.

Modern mathematics and applications in computer graphics and vision /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	006.60151
書名/作者:	Modern mathematics and applications in computer graphics and vision // Hongyu Guo.
作者:	Guo, Hongyu.
出版者:	Singapore ; : World Scientific,, c2014.
面頁冊數:	xxiii, 498 p. : : ill. ;; 24 cm.
標題:	Computer graphics - Mathematics.
ISBN:	9789814449328 (hbk.) :
ISBN:	9814449326 (hbk.)
ISBN:	9789814449335 (pbk.)
ISBN:	9814449334 (pbk.)
書目註:	Includes bibliographical references (p. 485-488) and index.
內容註:	Mathematical Structures; Algebra: Linear Algebra; Tensor Algebra; Exterior Algebra; Geometric Algebra; Geometry: Projective Geometry; Differential Geometry; Non-Euclidean Geometry; Topology and More: General Topology; Manifolds; Hilbert Spaces; Measure Spaces and Probability Spaces; Applications: Color Spaces; Perspective Analysis of Images; Quaternions and 3-D Rotations; Support Vector Machines and Reproducing Kernel Hilbert Spaces; Manifold Learning in Machine Learning.
摘要、提要註:	"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."--Back cover.

Modern mathematics and applications in computer graphics and vision /
Guo, Hongyu.

Modern mathematics and applications in computer graphics and vision /Hongyu Guo. - Singapore ;World Scientific,c2014. - xxiii, 498 p. :ill. ;24 cm.

Includes bibliographical references (p. 485-488) and index.

Mathematical Structures; Algebra: Linear Algebra; Tensor Algebra; Exterior Algebra; Geometric Algebra; Geometry: Projective Geometry; Differential Geometry; Non-Euclidean Geometry; Topology and More: General Topology; Manifolds; Hilbert Spaces; Measure Spaces and Probability Spaces; Applications: Color Spaces; Perspective Analysis of Images; Quaternions and 3-D Rotations; Support Vector Machines and Reproducing Kernel Hilbert Spaces; Manifold Learning in Machine Learning.

"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."--Back cover.

ISBN: 9789814449328 (hbk.) :NTD 3,234Subjects--Topical Terms:

461282
Computer graphics
--Mathematics.

LC Class. No.: T385 / .G86 2014

Dewey Class. No.: 006.60151

Modern mathematics and applications in computer graphics and vision /
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020 $a 9789814449335 (pbk.)
020 $a 9814449334 (pbk.)
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245 1 0 $a Modern mathematics and applications in computer graphics and vision / $c Hongyu Guo.
260 $a Singapore ; $a Hackensack, NJ : $b World Scientific, $c c2014.
300 $a xxiii, 498 p. : $b ill. ; $c 24 cm.
504 $a Includes bibliographical references (p. 485-488) and index.
505 0 $a Mathematical Structures; Algebra: Linear Algebra; Tensor Algebra; Exterior Algebra; Geometric Algebra; Geometry: Projective Geometry; Differential Geometry; Non-Euclidean Geometry; Topology and More: General Topology; Manifolds; Hilbert Spaces; Measure Spaces and Probability Spaces; Applications: Color Spaces; Perspective Analysis of Images; Quaternions and 3-D Rotations; Support Vector Machines and Reproducing Kernel Hilbert Spaces; Manifold Learning in Machine Learning.
520 $a "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."--Back cover.
650 0 $a Computer graphics $x Mathematics. $3 461282