• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Wu, Xue-Wen (Wu, Xue-Wen.) [1] | Xu, Han-Qiu (Xu, Han-Qiu.) [2] (Scholars:徐涵秋)

Indexed by:

EI Scopus PKU CSCD

Abstract:

A method for urban major road information extraction from IKONOS imagery is proposed. Firstly, a gradient algorithm based on vector-valued images is used to calculate gradients of the IKONOS image of Fuzhou city with four multi-spectral bands. Secondly, spectral signatures of road, bare soil, building, vegetation and water from the IKONOS image are analyzed, and it follows that the road can be effectively distinguished from bare soil, vegetation and water in the differencing image between green and near-infrared bands. In addition, the road variance induced by different constructional materials is reduced in this differencing image than in the original multi-spectral bands. In order to further distinguish between road and building, a rotation-invariant Gabor wavelet method is used to obtain texture features. Accordingly, the gradient and spectral-textural features of the road are integrated to develop a velocity function. Finally, the fast marching algorithm is used to extract major roads and a mathematical morphology method is used to optimize the above extraction results. This proposed method is used to extract major roads from two test areas of Fuzhou city with different cloud conditions. The experiment results show that this method is effective to extract major roads from IKONOS imagery even with thin cloud coverage.

Keyword:

Drop breakup Feature extraction Infrared devices Level measurement Mathematical morphology Numerical methods Remote sensing Roads and streets Satellite imagery Textures Vegetation

Community:

  • [ 1 ] [Wu, Xue-Wen]College of Environment and Resources, Key Laboratory of Spatial Data Mining and Information Sharing, Fuzhou University, Fuzhou 350108, China
  • [ 2 ] [Xu, Han-Qiu]College of Environment and Resources, Key Laboratory of Spatial Data Mining and Information Sharing, Fuzhou University, Fuzhou 350108, China

Reprint 's Address:

Show more details

Related Keywords:

Related Article:

Source :

Journal of Astronautics

ISSN: 1000-1328

CN: 11-2053/V

Year: 2010

Issue: 5

Volume: 31

Page: 1495-1502

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 10

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Online/Total:102/10022567
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1