Object-Oriented Image Analysis (Paperback) (ISBN-13: 9783836481663)

Creating land-cover and land-use maps for urban areas has always been challenging due to the complexity of an urban landscape. The greater availability of remotely sensed high-resolution imagery and recent advances in object-oriented analysis allow for more detail than ever before in urban image classification. This book explores object-oriented land-cover and land-use classifications with one-meter resolution Ikonos imagery. First, three different ways of classifying land cover, with varying inclusion of ancillary building and road data, are examined. Second, the spatial relations of the land-cover information are examined to derive land use. Accuracy assessments, as well as statistical and visual evaluations, for the classifications show that the object-oriented approach works well for classifying an urban area. The results confirm the observed trend in the literature to move away from traditional pixel-based techniques for urban image classification in exchange for object-oriented methods. This book will be useful to those who want to develop new ways of efficiently classifying complex urban areas, using object-oriented image classification techniques.

Author: Mike Lackner
ISBN-10: 3836481669
ISBN-13: 9783836481663
Publisher: VDM Verlag Dr. Mueller E.K.
Language: English
Published: 03/19/2008
Pages: 156
Format: Paperback
Weight: 0.48lbs
Size: 9.00h x 6.00w x 0.33d