BUILDING EDGE DETECTION USING SMALL-FOOTPRINT AIRBORNE FULL-WAVEFORM LIDAR DATA

The full-waveform lidar technology allows a complete access to the information related to the emitted and backscattered laser signals. Although most of the common applications of full-waveform lidar are currently dedicated to the study of forested areas, some recent studies have shown that airborn...

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Main Authors: J.-C. Michelin, C. Mallet, N. David
Format: Article
Language:English
Published: Copernicus Publications 2012-07-01
Series:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/I-3/147/2012/isprsannals-I-3-147-2012.pdf
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spelling doaj-c02b02cbccf342eaabc04c91434149372020-11-25T01:46:55ZengCopernicus PublicationsISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences2194-90422194-90502012-07-01I-314715210.5194/isprsannals-I-3-147-2012BUILDING EDGE DETECTION USING SMALL-FOOTPRINT AIRBORNE FULL-WAVEFORM LIDAR DATAJ.-C. Michelin0C. Mallet1N. David2IGN, MATIS, 73 avenue de Paris, 94160 Saint-Mandé, France; Université Paris-EstIGN, MATIS, 73 avenue de Paris, 94160 Saint-Mandé, France; Université Paris-EstIGN, MATIS, 73 avenue de Paris, 94160 Saint-Mandé, France; Université Paris-EstThe full-waveform lidar technology allows a complete access to the information related to the emitted and backscattered laser signals. Although most of the common applications of full-waveform lidar are currently dedicated to the study of forested areas, some recent studies have shown that airborne full-waveform data is relevant for urban area analysis. We extend the field to pattern recognition with a focus on retrieval. Our proposed approach combines two steps. In a first time, building edges are coarsely extracted. Then, a physical model based on the lidar equation is used to retrieve a more accurate position of the estimated edge than the size of the lidar footprint. Another consequence is the estimation of more accurate planimetric positions of the extracted echoes.https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/I-3/147/2012/isprsannals-I-3-147-2012.pdf
collection DOAJ
language English
format Article
sources DOAJ
author J.-C. Michelin
C. Mallet
N. David
spellingShingle J.-C. Michelin
C. Mallet
N. David
BUILDING EDGE DETECTION USING SMALL-FOOTPRINT AIRBORNE FULL-WAVEFORM LIDAR DATA
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet J.-C. Michelin
C. Mallet
N. David
author_sort J.-C. Michelin
title BUILDING EDGE DETECTION USING SMALL-FOOTPRINT AIRBORNE FULL-WAVEFORM LIDAR DATA
title_short BUILDING EDGE DETECTION USING SMALL-FOOTPRINT AIRBORNE FULL-WAVEFORM LIDAR DATA
title_full BUILDING EDGE DETECTION USING SMALL-FOOTPRINT AIRBORNE FULL-WAVEFORM LIDAR DATA
title_fullStr BUILDING EDGE DETECTION USING SMALL-FOOTPRINT AIRBORNE FULL-WAVEFORM LIDAR DATA
title_full_unstemmed BUILDING EDGE DETECTION USING SMALL-FOOTPRINT AIRBORNE FULL-WAVEFORM LIDAR DATA
title_sort building edge detection using small-footprint airborne full-waveform lidar data
publisher Copernicus Publications
series ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 2194-9042
2194-9050
publishDate 2012-07-01
description The full-waveform lidar technology allows a complete access to the information related to the emitted and backscattered laser signals. Although most of the common applications of full-waveform lidar are currently dedicated to the study of forested areas, some recent studies have shown that airborne full-waveform data is relevant for urban area analysis. We extend the field to pattern recognition with a focus on retrieval. Our proposed approach combines two steps. In a first time, building edges are coarsely extracted. Then, a physical model based on the lidar equation is used to retrieve a more accurate position of the estimated edge than the size of the lidar footprint. Another consequence is the estimation of more accurate planimetric positions of the extracted echoes.
url https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/I-3/147/2012/isprsannals-I-3-147-2012.pdf
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AT ndavid buildingedgedetectionusingsmallfootprintairbornefullwaveformlidardata
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