A model driven approach to extract buildings from multi-view aerial imagery

Lieuwe Jan Spreeuwers; K. Schutte; Klamer Schutte; Z. Houkes

A model driven approach to extract buildings from multi-view aerial imagery

Lieuwe Jan Spreeuwers, K. Schutte, Klamer Schutte, Z. Houkes

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Abstract

This paper describes a system for analysis of aerial images of urban areas using multiple images from different viewpoints and its evaluation. The proposed approach combines bottom-up and top-down processing. In this paper the emphasis is on the discussion of the experimental evaluation. To evaluate statistically the performance of the system, a set of 100 realisations of 5 images from different viewpoints was used, which was generated by combining real and ray-traced images. The experiments show a significant improvement of reliability and accuracy if multi-view imagery is used instead of single-view.

Original language	Undefined
Title of host publication	Proceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II
Place of Publication	Basel
Publisher	Birkhäuser
Pages	109-118
Number of pages	10
ISBN (Print)	978-3-7643-5788-7
Publication status	Published - 1997
Event	Automatic Extraction of Man-Made Objects from Aerial and Images (II): 2nd Ascona Workshop 1997 - Ascona, Switzerland Duration: 5 May 1997 → 5 May 1997

Publication series

Name
Publisher	Birkhäuser Verlag

Workshop

Workshop	Automatic Extraction of Man-Made Objects from Aerial and Images (II)
Country/Territory	Switzerland
City	Ascona
Period	5/05/97 → 5/05/97

Keywords

METIS-113453
EWI-14280
IR-65165
SCS-Safety

Access to Document

Cite this

@inproceedings{d776a5020c484a54bdd7beafeb3961d4,

title = "A model driven approach to extract buildings from multi-view aerial imagery",

abstract = "This paper describes a system for analysis of aerial images of urban areas using multiple images from different viewpoints and its evaluation. The proposed approach combines bottom-up and top-down processing. In this paper the emphasis is on the discussion of the experimental evaluation. To evaluate statistically the performance of the system, a set of 100 realisations of 5 images from different viewpoints was used, which was generated by combining real and ray-traced images. The experiments show a significant improvement of reliability and accuracy if multi-view imagery is used instead of single-view.",

keywords = "METIS-113453, EWI-14280, IR-65165, SCS-Safety",

author = "Spreeuwers, {Lieuwe Jan} and K. Schutte and Klamer Schutte and Z. Houkes",

year = "1997",

language = "Undefined",

isbn = "978-3-7643-5788-7",

publisher = "Birkh{\"a}user",

pages = "109--118",

booktitle = "Proceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II",

address = "Switzerland",

note = "Automatic Extraction of Man-Made Objects from Aerial and Images (II) ; Conference date: 05-05-1997 Through 05-05-1997",

}

Spreeuwers, LJ, Schutte, K, Schutte, K & Houkes, Z 1997, A model driven approach to extract buildings from multi-view aerial imagery. in Proceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II. Birkhäuser, Basel, pp. 109-118, Automatic Extraction of Man-Made Objects from Aerial and Images (II), Ascona, Switzerland, 5/05/97.

A model driven approach to extract buildings from multi-view aerial imagery. / Spreeuwers, Lieuwe Jan; Schutte, K.; Schutte, Klamer et al.
Proceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II. Basel: Birkhäuser, 1997. p. 109-118.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - A model driven approach to extract buildings from multi-view aerial imagery

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AU - Schutte, K.

AU - Schutte, Klamer

AU - Houkes, Z.

PY - 1997

Y1 - 1997

N2 - This paper describes a system for analysis of aerial images of urban areas using multiple images from different viewpoints and its evaluation. The proposed approach combines bottom-up and top-down processing. In this paper the emphasis is on the discussion of the experimental evaluation. To evaluate statistically the performance of the system, a set of 100 realisations of 5 images from different viewpoints was used, which was generated by combining real and ray-traced images. The experiments show a significant improvement of reliability and accuracy if multi-view imagery is used instead of single-view.

AB - This paper describes a system for analysis of aerial images of urban areas using multiple images from different viewpoints and its evaluation. The proposed approach combines bottom-up and top-down processing. In this paper the emphasis is on the discussion of the experimental evaluation. To evaluate statistically the performance of the system, a set of 100 realisations of 5 images from different viewpoints was used, which was generated by combining real and ray-traced images. The experiments show a significant improvement of reliability and accuracy if multi-view imagery is used instead of single-view.

KW - METIS-113453

KW - EWI-14280

KW - IR-65165

KW - SCS-Safety

M3 - Conference contribution

SN - 978-3-7643-5788-7

SP - 109

EP - 118

BT - Proceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II

PB - Birkhäuser

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