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Markov Random Fields (MRF) - Based Texture Segmentation for Road Detection

Reulke, Ralf and Lippok, Artur (2008) Markov Random Fields (MRF) - Based Texture Segmentation for Road Detection. In: The XXI Congress - The International Society for Photogrammetry and Remote Sensing, XXXVII (B3b), pp. 615-620. The XXI Congress, [2008-07-03 - 2008-07-11], Beijing.

Full text not available from this repository.

Abstract

Traffic observation from airplane platforms using digital cameras is a fairly new application of Video Image Detection Systems (VIDS). These systems are also particularly interesting for observations at major events or in catastrophe situations. Applied systems are small or medium-sized panchromatic cameras. In order to concentrate on road image processing algorithms were applied to distinguish between urban and surrounding vegetation areas. Therefore texture-based segmentation seems to be an adequate approach, because of the panchromatic images. Attention is focused on MRF, which are examined concerning their use for texture based extraction of street space in aerial photographs.

Item URL in elib:https://elib.dlr.de/54741/
Document Type:Conference or Workshop Item (Poster)
Title:Markov Random Fields (MRF) - Based Texture Segmentation for Road Detection
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Reulke, RalfHU-BerlinUNSPECIFIED
Lippok, ArturUNSPECIFIEDUNSPECIFIED
Date:July 2008
Journal or Publication Title:The XXI Congress - The International Society for Photogrammetry and Remote Sensing
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:XXXVII
Page Range:pp. 615-620
Editors:
EditorsEmail
ISPRS, UNSPECIFIED
Series Name:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Status:Published
Keywords:Mapping, Photogrammetry, Vision, Fusion, Identification, Monitoring, Real-time, Platforms
Event Title:The XXI Congress
Event Location:Beijing
Event Type:international Conference
Event Dates:[2008-07-03 - 2008-07-11]
Organizer:The International Society for Photogrammetry and Remote Sensing
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Transport
HGF - Program Themes:Traffic Management (old)
DLR - Research area:Transport
DLR - Program:V VM - Verkehrsmanagement
DLR - Research theme (Project):V - Mittel- und langfristige Entwicklung der Personenverkehrsnachfrage (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transportation Systems > Traffic Management
Deposited By: Reulke, Prof. Dr. Ralf
Deposited On:11 Aug 2008
Last Modified:27 Apr 2009 15:05

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