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author:

Wu, Bin (Wu, Bin.) [1] | Wu, Siyuan (Wu, Siyuan.) [2] | Li, Yong (Li, Yong.) [3] | Wu, Jianping (Wu, Jianping.) [4] | Huang, Yan (Huang, Yan.) [5] | Chen, Zuoqi (Chen, Zuoqi.) [6] (Scholars:陈佐旗) | Yu, Bailang (Yu, Bailang.) [7]

Indexed by:

Scopus SCIE

Abstract:

Automatic building rooftop extraction is of great importance to many applications including building reconstruction, solar energy supply, and disaster management. This study proposes a building rooftop extraction method using DSM data generated from aerial stereo images and vegetation cover vector data. The method consists of five steps: noise filtering, dilation reconstruction, vegetation and terrain region removal, region growing and merging, and post-processing. We applied the proposed method to the centre of Shanghai, China, a typical urban area. Experimental results show that the proposed method can successfully extract building rooftops, with an approximately 82.6% quality percentage and 96.2% matched overlay.

Keyword:

Building rooftop digital surface model dilation reconstruction large urban area region growing and merging

Community:

  • [ 1 ] [Wu, Bin]East China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai, Peoples R China
  • [ 2 ] [Wu, Siyuan]East China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai, Peoples R China
  • [ 3 ] [Li, Yong]East China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai, Peoples R China
  • [ 4 ] [Wu, Jianping]East China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai, Peoples R China
  • [ 5 ] [Huang, Yan]East China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai, Peoples R China
  • [ 6 ] [Yu, Bailang]East China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai, Peoples R China
  • [ 7 ] [Wu, Bin]East China Normal Univ, Sch Geog Sci, Shanghai, Peoples R China
  • [ 8 ] [Wu, Siyuan]East China Normal Univ, Sch Geog Sci, Shanghai, Peoples R China
  • [ 9 ] [Li, Yong]East China Normal Univ, Sch Geog Sci, Shanghai, Peoples R China
  • [ 10 ] [Wu, Jianping]East China Normal Univ, Sch Geog Sci, Shanghai, Peoples R China
  • [ 11 ] [Huang, Yan]East China Normal Univ, Sch Geog Sci, Shanghai, Peoples R China
  • [ 12 ] [Yu, Bailang]East China Normal Univ, Sch Geog Sci, Shanghai, Peoples R China
  • [ 13 ] [Chen, Zuoqi]Fuzhou Univ, Natl & Local Joint Engn Res Ctr Satellite Geospat, Key Lab Spatial Data Min & Informat Sharing, Minist Educ, Fuzhou, Peoples R China
  • [ 14 ] [Chen, Zuoqi]Fuzhou Univ, Acad Digital China, Fuzhou, Peoples R China

Reprint 's Address:

  • [Yu, Bailang]East China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai, Peoples R China;;[Yu, Bailang]East China Normal Univ, Sch Geog Sci, Shanghai, Peoples R China

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Source :

JOURNAL OF SPATIAL SCIENCE

ISSN: 1449-8596

Year: 2020

Issue: 1

Volume: 67

Page: 21-40

1 . 9 8 1

JCR@2020

1 . 0 0 0

JCR@2023

ESI Discipline: GEOSCIENCES;

ESI HC Threshold:115

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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