Multispectral satellite image understanding : from land classification to building and road detection

Clasificación: G 70.4 U59 2011 | Agregado: 07/10/2020

Cem Ünsalan, Kim L. Boyer. -- London : Springer, 2011.
xvii, 185 p.; 24 cm. -- (Advances in computer vision and pattern recognition)
ISBN 978-0-85729-666-5.
Incluye referencias bibliográficas e índice.
Contenido: Introduction -- Sensors -- Remote sensing satellites and airborne sensors -- The multispectral information -- Linearized vegetation indices -- Linearized shadow and water indices -- Land use classification -- Review on land use classification -- Land use classification using structural features -- Land use classification via multispectral information -- Graph theoretical measures for land development -- Extracting residential regions -- Feature based grouping to detect suburbia -- Detecting residential regions by graph-theoretical measures -- Building and road detection -- Review on building and road detection -- House and street network detection in residential regions -- Summarizing the overall system -- Final comments.