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 Development of Knowledge-based Classification System. Urban-feature Extraction Using Aerial Imagery with Airborne LiDAR Data
Наименование:

Development of Knowledge-based Classification System. Urban-feature Extraction Using Aerial Imagery with Airborne LiDAR Data

автор Ming-Jer H. издательство Книга по Требованию География
Cтраниц 208        мягкая обложка       
Аннотация:In this book, we also propose a knowledge-based classification system (KBCS) which can improve overall accuracy by 12 and 7% compared to maximum likelihood and object- based classification, respectively. The implementation details of KBCS are discussed using Matlab, ERDAS IMAGINE Expert Classifier, and eCognition. The LiDAR-derived nDSMs become an important factor for urban classification based on the experimental results. While the spatial resolution of remotely sensed data has improved, multispectral imagery is still not sufficient for urban classification. Problems include the difficulty in discriminating between trees and grass, the misclassification of buildings due to diverse roof compositions and shadow effects. To generate better DEMs, we presents an adaptive LiDAR data-filtering algorithm that effectively filters out ground objects. All the programs presented in this book can be downloaded from author’s web-site. For a urban-feature extraction researcher, this book is not only for studying theory but also for practical guidance. Recently, aerial LiDAR data have been integrated with imagery to obtain better classification results.
Автор: Ming-Jer H.
Издательство: Книга по Требованию
Год:2009
Цена:
3214 руб
Нет в наличии
Поиск: Development of Knowledge-based Classification System. Urban-feature Extraction Using Aerial Imagery with Airborne LiDAR Data
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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