Computer Vision
Author : Richard Szeliski
Publisher : Springer
Total Pages : 812
Release : 2010-10-19
ISBN 10 : 1848829345
ISBN 13 : 9781848829343
Language : EN, FR, DE, ES & NL

Computer Vision Book Description:

Humans perceive the three-dimensional structure of the world with apparent ease. However, despite all of the recent advances in computer vision research, the dream of having a computer interpret an image at the same level as a two-year old remains elusive. Why is computer vision such a challenging problem and what is the current state of the art? Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos. More than just a source of “recipes,” this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using statistical models and solved using rigorous engineering techniques Topics and features: structured to support active curricula and project-oriented courses, with tips in the Introduction for using the book in a variety of customized courses; presents exercises at the end of each chapter with a heavy emphasis on testing algorithms and containing numerous suggestions for small mid-term projects; provides additional material and more detailed mathematical topics in the Appendices, which cover linear algebra, numerical techniques, and Bayesian estimation theory; suggests additional reading at the end of each chapter, including the latest research in each sub-field, in addition to a full Bibliography at the end of the book; supplies supplementary course material for students at the associated website, http://szeliski.org/Book/. Suitable for an upper-level undergraduate or graduate-level course in computer science or engineering, this textbook focuses on basic techniques that work under real-world conditions and encourages students to push their creative boundaries. Its design and exposition also make it eminently suitable as a unique reference to the fundamental techniques and current research literature in computer vision.


Computer Vision
Language: en
Pages: 812
Authors: Richard Szeliski
Categories: Computers
Type: BOOK - Published: 2010-10-19 - Publisher: Springer

Humans perceive the three-dimensional structure of the world with apparent ease. However, despite all of the recent advances in computer vision research, the dr
Graph Algorithms and Applications 5
Language: en
Pages: 366
Authors: Giuseppe Liotta
Categories: Mathematics
Type: BOOK - Published: 2006 - Publisher: World Scientific

This book contains Volume 8 of the Journal of Graph Algorithms and Applications (JGAA). JGAA is a peer-reviewed scientific journal devoted to the publication of
Graph Algorithms and Applications 2
Language: en
Pages: 521
Authors: Giuseppe Liotta
Categories: Computers
Type: BOOK - Published: 2004 - Publisher: World Scientific

This book contains Volumes 4 and 5 of the Journal of Graph Algorithms and Applications (JGAA) . The first book of this series, Graph Algorithms and Applications
Nature-Inspired Algorithms and Applications
Language: en
Pages: 384
Authors: S. Balamurugan
Categories: Computers
Type: BOOK - Published: 2021-11-18 - Publisher: John Wiley & Sons

Mit diesem Buch soll aufgezeigt werden, wie von der Natur inspirierte Berechnungen eine praktische Anwendung im maschinellen Lernen finden, damit wir ein besser
Stochastic Approximation and Recursive Algorithms and Applications
Language: en
Pages: 478
Authors: Harold Kushner
Categories: Mathematics
Type: BOOK - Published: 2006-05-04 - Publisher: Springer Science & Business Media

This book presents a thorough development of the modern theory of stochastic approximation or recursive stochastic algorithms for both constrained and unconstra
Grammatical Inference: Algorithms and Applications
Language: en
Pages: 318
Authors: Pieter Adriaans
Categories: Computers
Type: BOOK - Published: 2002-09-11 - Publisher: Springer Science & Business Media

The Sixth International Colloquium on Grammatical Inference (ICGI2002) was held in Amsterdam on September 23-25th, 2002. ICGI2002 was the sixth in a series of s
Artificial Intelligence: Models, Algorithms and Applications
Language: en
Pages: 176
Authors: Terje Solsvik Kristensen
Categories: Computers
Type: BOOK - Published: 2021-05-31 - Publisher: Bentham Science Publishers

Artificial Intelligence: Models, Algorithms and Applications presents focused information about applications of artificial intelligence (AI) in different areas
Grammatical Inference: Algorithms and Applications
Language: en
Pages: 305
Authors: Alexander Clark
Categories: Computers
Type: BOOK - Published: 2008-09-11 - Publisher: Springer Science & Business Media

This book constitutes the refereed proceedings of the 9th International Colloquium on Grammatical Inference, ICGI 2008, held in Saint-Malo, France, in September
Machine Vision Algorithms and Applications
Language: en
Pages: 516
Authors: Carsten Steger
Categories: Science
Type: BOOK - Published: 2017-11-07 - Publisher: John Wiley & Sons

The second edition of this successful machine vision textbook is completely updated, revised and expanded by 35% to reflect the developments of recent years in
Graph Algorithms and Applications 4
Language: en
Pages:
Authors:
Categories:
Type: BOOK - Published: - Publisher: