Get Free Shipping on orders over $89
Advances in Computer Vision and Pattern Recognition : From Land Classification to Building and Road Detection - Cem Ünsalan

Advances in Computer Vision and Pattern Recognition

From Land Classification to Building and Road Detection

By: Cem Ünsalan, Kim L. Boyer

Paperback | 15 July 2013

At a Glance

Paperback


$229.00

or 4 interest-free payments of $57.25 with

 or 

Ships in 5 to 7 business days

This book presents a comprehensive review of image processing methods, for the analysis of land use in residential areas. Combining a theoretical framework with highly practical applications, the book describes a system for the effective detection of single houses and streets in very high resolution. Topics and features: with a Foreword by Prof. Dr. Peter Reinartz of the German Aerospace Center; provides end-of-chapter summaries and review questions; presents a detailed review on remote sensing satellites; examines the multispectral information that can be obtained from satellite images, with a focus on vegetation and shadow-water indices; investigates methods for land-use classification, introducing precise graph theoretical measures over panchromatic images; addresses the problem of detecting residential regions; describes a house and street network-detection subsystem; concludes with a summary of the key ideas covered in the book.
Industry Reviews

From the reviews:

"The authors write that their aims were the proposal of a novel automated end-to-end system to analyze multispectral satellite images and to emphasize how many research problems in remote sensing applications are waiting to be solved by the computer vision community. Well, the book satisfies both these goals. ... it represents a good reference book, even a milestone, for teaching multispectral image understanding to students and/or young researchers." (Primo Zingaretti, IAPR Newsletter, Vol. 34 (3), July-August, 2012)

More in Pattern Recognition

Mathematics for Machine Learning - Marc Peter Deisenroth

RRP $79.95

$62.99

21%
OFF
Accelerating Deep Neural Networks - Ryoma Sato

RRP $78.95

$73.99

All of Regression - Isabella Verdinelli

RRP $104.95

$92.75

12%
OFF
Exploring GeoAI : Tools and Workflows - Ismael Chivite
Exploring GeoAI : Tools and Workflows - Ismael Chivite
Reinforcement Learning for Finance : A Python-Based Introduction - Yves Hilpisch
Llms and Generative AI for Healthcare : The Next Frontier - Kerrie Holley
Ram-Based Neural Networks : Progress in Neural Processing, 9 - James Austin