Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Linear Algebra for Pattern Processing

Linear Algebra for Pattern Processing

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031025440
Condition
New
Product Description

Linear algebra is one of the most basic foundations of a wide range of scientific domains, and most textbooks of linear algebra are written by mathematicians. However, this book is specifically intended to students and researchers of pattern information processing, analyzing signals such as images and exploring computer vision and computer graphics applications. The author himself is a researcher of this domain. Such pattern information processing deals with a large amount of data, which are represented by high-dimensional vectors and matrices. There, the role of linear algebra is not merely numerical computation of large-scale vectors and matrices. In fact, data processing is usually accompanied with "geometric interpretation." For example, we can think of one data set being "orthogonal" to another and define a "distance" between them or invoke geometric relationships such as "projecting" some data onto some space. Such geometric concepts not only help us mentally visualize abstracthigh-dimensional spaces in intuitive terms but also lead us to find what kind of processing is appropriate for what kind of goals. First, we take up the concept of "projection" of linear spaces and describe "spectral decomposition," "singular value decomposition," and "pseudoinverse" in terms of projection. As their applications, we discuss least-squares solutions of simultaneous linear equations and covariance matrices of probability distributions of vector random variables that are not necessarily positive definite. We also discuss fitting subspaces to point data and factorizing matrices in high dimensions in relation to motion image analysis. Finally, we introduce a computer vision application of reconstructing the 3D location of a point from three camera views to illustrate the role of linear algebra in dealing with data with noise. This book is expected to help students and researchers of pattern information processing deepen the geometric understanding of linear algebra.

Available Colors
Available Sizes
1 Offer Price Range: $44.99 - $44.99
BEST PRICE

Single Product Purchase

$44.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$44.99 $44.99

$44.99
See Site In stock Visit Store

Similar Products

Political Reason

$54.99

Theatre and Globalization: Irish Drama in the Celtic Tiger Era

$54.99

Hhere Analysis durch Anwendungen lernen

$37.99

Lectures on the Automorphism Groups of Kobayashi-Hyperbolic Manifolds

$34.99

A Hybrid Theory of Metaphor

$39.99

Education in South Korea

$139.99

The Economics of Deep-Sea Mining

$169.99

Surviving Middle School- Navigating the Halls, Riding the Social Roller Coaster, and Unmasking the Real You by Luke Reynolds

$12.99

Peppa's Valentine's Day

$5.24

Die zementlose Fixation von Hftendoprothesen

$59.99

Einfhrung in die Quanteninformatik

$39.99

Applied Marketing

$169.00

Interdisciplinary Insights for Digital Touch Communication

$22.99

The Pursuit of Reality

$34.99

Landscape Simulation Modeling

$39.99

Clinical-MRI Correlations of Anterior Knee Pain

$219.99

Carbon and High Performance Fibres Directory and Databook

$109.99

Cooperative Control Design

$109.00

Terahertz Wireless Communication Components and System Technologies

$84.99

Memory Storage Patterns in Parallel Processing

$39.99

Regulation of Hepatic Metabolism

$84.99

Vasculogenic Mimicry

$169.99

Grab and Go Pack Theme 4: Foundational Skills Grade K

$29.95

Die fossilen Asseln aus den Oberjuraschichten von Ernstbrunn in Niedersterreich und von Stramberg i

$59.99

Die Deutsche Lebensmittelgesetzgebung

$49.99

Sekretrinnen Handbuch

$64.99

Experiments in Molecular Biology

$54.99

The Psychology of Emotions

$169.99

Operator Algebras and Quantum Statistical Mechanics

$199.99

Densification of Metal Powders During Sintering

$84.99

Pathophysiologie

$59.99

Early Literacy Select: Ages 18-24 Months (Spanish)

$98.75

Design and Control of Workflow Processes

$39.99

Pro RESTful APIs

$34.99

A to Z Mysteries: The Panda Puzzle

$5.21

Roles of Host Gene and Non-coding RNA Expression in Virus Infection

$179.99

Berichte zur Resistenzmonitoringstudie 2010/2011

$59.99

Alvin Ho

$5.96

OptimizationTheory and Practice

$39.99