Extraction of Urban Road Network from Multispectral Images

Extraction of Urban Road Network from Multispectral Images

Extraction of Urban Road Network from Multispectral Images by Combining Kernel Statistics and Mathematical Morphology

LAP Lambert Academic Publishing ( 2019-10-08 )

€ 43,90

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This book is focused on the extraction of the urban Road network from multispectral images by combining kernel statistic and mathematical morphology. This research is focused on kernel statistics, segmentation techniques and morphological operations such as dilation erosion opening and closing to extract the urban road from high-resolution satellite imagery such as IKONOS and Quickbird images. Furthermore, we applied and developed morphological operation and automatic thresholding methods combine to extract the road centrelines of the urban environment. Based on the morphological methods, an object's extractor is designed to extract road networks from high satellite images. The unsupervised classification techniques such as ISODATA and K-mean algorithm employed to classify the images and to extract the road network.

Book Details:

ISBN-13:

978-620-0-43821-8

ISBN-10:

6200438218

EAN:

9786200438218

Book language:

English

By (author) :

Abdur Raziq
Xu Aigong
Yu Li

Number of pages:

108

Published on:

2019-10-08

Category:

Geography