Automated DEM extraction in digital aerial photogrammetry: precisions and validation for mass movement monitoring
Date Issued
December 2005
Issue/vol(year)
6/48 (2005)
Language
English
Subjects
Abstract
Automated procedures for photogrammetric image processing and Digital Elevation Models (DEM) extraction
yield high precision terrain models in a short time, reducing manual editing; their accuracy is strictly related to
image quality and terrain features. After an analysis of the performance of the Digital Photogrammetric Workstation
(DPW) 770 Helava, the paper compares DEMs derived from different surveys and registered in the same
reference system. In the case of stable area, the distribution of height residuals, their mean and standard deviation
values, indicate that the theoretical accuracy is achievable automatically when terrain is characterized by
regular morphology. Steep slopes, corrugated surfaces, vegetation and shadows can degrade results even if manual
editing procedures are applied. The comparison of multi-temporal DEMs on unstable areas allows the monitoring
of surface deformation and morphological changes.
yield high precision terrain models in a short time, reducing manual editing; their accuracy is strictly related to
image quality and terrain features. After an analysis of the performance of the Digital Photogrammetric Workstation
(DPW) 770 Helava, the paper compares DEMs derived from different surveys and registered in the same
reference system. In the case of stable area, the distribution of height residuals, their mean and standard deviation
values, indicate that the theoretical accuracy is achievable automatically when terrain is characterized by
regular morphology. Steep slopes, corrugated surfaces, vegetation and shadows can degrade results even if manual
editing procedures are applied. The comparison of multi-temporal DEMs on unstable areas allows the monitoring
of surface deformation and morphological changes.
References
ACKERMANN, F. (1996): Some considerations about feature
matching for the automatic generation of digital elevation models, in Proceedings of the OEEPE-Workshop
on «Application of Digital Photogrammetric Workstations
», edited by O. KOLBL, 4-6 March, Lausanne, 231-
240.
ACKERMANN, F. and H. SCHADE (1993): Applications of
GPS for aerial triangulation, Photogramm. Eng. Remote
Sensing, 59 (11) 1625-1632.
AUTORITÀ DI BACINO DEL RENO (1998): Analisi storica delle
frane nel bacino del fiume Reno (sec. XV-1996), in Database
del Catalogo delle Frane (1700 Frane Censite),
loro Localizzazione su Supporto Cartaceo (Tavole CTR
1:25000) e Informatico, a cura di F. BRUNAMONTE (Torino),
(on line: http://www.regione.emilia-romagna.it/ bacinoreno/
sito_abr/ varie/Frane_sto/Frane.htm).
BACHER, U. (1998): Experimental studies into automated
DTM generation on the DPW770, Int. Arch. Photogramm.
Remote Sensing, 32 (4), 35-41.
BALDI, P., S. BONVALONT, P. BRIOLE and M. MARSELLA
(2000): Digital photogrammetry and kinematic GPS
for monitoring volcanic areas, Geophys. J. Int., 142
(3), 801-811.
BALDI, P., S. BONVALONT, P. BRIOLE, M. COLTELLI, K. GWINNER,
M. MARSELLA, G. PUGLISI and D. REMY (2002):
Validation and comparison of different techniques for
the derivation of digital elevation models and volcanic
monitoring (Vulcano Island, Italy), Int. J. Remote Sensing,
23 (22), 4783-4800.
BEUTLER, G., G.W. HEIN, W.G. MELBOURNE and G. SEEBER
(1995): GPS Trend in Precise Terrestrial Airborne, and
SpaceborneApplication, Int. Ass. Geod. Symp., 115,
275-338.
CHO, W. (1995): Relational matching for automatic orientation,
Ph.D. Thesis (Department of Geodetic Science and
Surveying, The Ohio State University, Columbus, OH).
DOWMAN, I. (1990): Progress and potential of digital photogrammetric
workstations, Int. Arch. Photogramm.
Remote Sensing, 28 (2), 239-246.
DOWMAN, I. (1998): Automating image registration and
absolute orientation: solutions and problems, Photogramm.
Rec., 16 (91), 5-18.
DOWMAN, I., H. EBNER and C. HEIPKE (1992): Overview of
European developments in digital photogrammetric
workstations, Photogramm. Eng. Remote Sensing, 58
(1), 51-56.
FABRIS, M. (2004): Algoritmi e procedure di automazione in
fotogrammetria digitale per lo studio di fenomeni deformativi,
Tesi Dottorato di Ricerca in «Scienze Geodetiche
e Topografiche», 24-36.
FARROW, J. and K. MURRAY (1992): Digital photogrammetry
– options and opportunities, Int. Arch. Photogramm.
Remote Sensing, 29 (B2), 397-403.
FORSTNER, W. (1986): Afeature based correspondence algorithm
for image matching, Int. Arch. Photogramm. Remote
Sensing, 26 (3/3), 150-166.
FRASER, C.S., E. BALTSAVIAS and A. GRUEN (2002): Processing
of Ikonos imagery for submetre 3D positioning
and building extraction, ISPRS J. Photogramm. Remote
Sensing, 56, 177-194.
GASIOR, D. (1996): Automatic derivation of a DTM with
the Helava system, in Workshop on Application of Digital
Photogrammetric Workstations, OEEPE Official
Publication No. 33, 241-250.
HANNAH, M.J. (1989): A system for digital stereo image matching, Photogramm. Eng. Remote Sensing, 55 (12),
1765-1770.
HEIPKE, C. (1995): State-of-the-art of digital photogrammetric
workstations for topographic applications, Photogramm.
Eng. Remote Sensing, 61 (1), 49-56.
HEIPKE, C. (1996): Overview of Image Matching Techniques,
in Proceedings of the OEEPE-Workshop on
«Application of Digital Photogrammetric Workstations
», edited by O. KOLBL, 4-6 March, Lausanne.
HEIPKE, C. (1997): Automation of interior, relative, and absolute
orientation, ISPRS J. Photogramm. Remote
Sensing, 52 (1), 1-19.
HELAVA, U.V. (1988a): Object space least square correlation,
Photogramm. Eng. Remote Sensing, 54 (6), 711-714.
HELAVA, U.V. (1988b): On system concepts for digital automation,
Int. Arch. Photogramm. Remote Sensing, 27
(B2), 171-190.
HELLWICH, O., C. HEIPKE, L. TANG, H. EBNER and W. MAYR
(1994): Experiences with automatic relative orientation,
Int. Arch. Photogramm. Remote Sensing, 30 (3/1),
370-378.
HONDA, K. and M. NAGAI (2002): Real time volcano activity
mapping using ground-based digital imagery, ISPRS
J. Photogramm. Remote Sensing, 57, 159-168.
KAAB, A. and A. FUNK (1999): Modelling mass balance using
photogrammetric and geophysical data: a pilot
study at Griesgletscher, Swiss Alps, J. Glaciol., 45
(151), 575-583.
KARRAS, G.E., N. MAVROGENNEAS, D. MAVROMMATI and N.
TSIKONIS (1998): Tests on automatic DEM generation
in a digital photogrammetric workstation, Int. Arch.
Photogramm. Remote Sensing, 32 (2), 136-139.
KRAUS, K. (1997): Photogrammetry (Dummlers Verlag,
Bonn), vol. 2.
KRAUS, K. (1998): Fotogrammetria (Ed. Levrotto & Bella,
Torino), 445-496.
LH SYSTEMS, LLC (1999): SOCET SET – User’s Manual
(LH Systems, LLC, San Diego).
MILLER, S. and K. De VENECIA (1992): Automatic elevation
extraction and the digital photogrammetric workstation,
in ASPRS-ACSM Annual Conv., Alberquerque,
ASPRS, Tech. Pap., 1, 572-580.
MITCHELL, H.L. and R.G. CHADWICK (1999): Digital photogrammetric
concepts applied to surface deformation
studies, GEOMATICA, 53 (4), 405-414.
MORA, P., P. BALDI, G. CASULA, M. FABRIS, M. GHIOTTI, E.
MAZZINI and A. PESCI (2003): Global Positioning Systems
and digital photogrammetry for the monitoring of
mass movements: application to the Ca’ di Malta landslide
(Northern Apennines, Italy), Eng. Geol., 68, 103-
121.
PESCI, A., P. BALDI, A. BEDIN, G. CASULA, N. CENNI, M. FABRIS,
F. LODDO, P. MORA and M. BACCHETTI (2004): Digital
elevation models for landslide evolution monitoring:
application on two areas located in the Reno River Valley
(Italy), Ann. Geophysics, 47 (4), 1339-1353.
SCHENK, T. (1999): Digital Photogrammetry (TerraScienze,
Laurelville, OH), 1, 41-76.
SHAPIRO, L.G. and R.M. HARALICK (1987): Relational
matching, Appl. Opt., 26 (10), 1845-1851.
TANG, L. and C. HEIPKE (1996): Automatic relative orientation
of aerial images, Photogramm. Eng. Remote Sensing,
62 (1), 47-55.
VANWESTEN, C J. and F. LULIE GETAHUN (2003): Analyzing
the evolution of the Tessina landslide using aerial photographs
and digital elevation models, Geomorphol.,
54, 77-89.
WANG, Y. (1998): Principles and applications of structural image matching, Photogramm. Remote Sensing, 53,
154-165.
matching for the automatic generation of digital elevation models, in Proceedings of the OEEPE-Workshop
on «Application of Digital Photogrammetric Workstations
», edited by O. KOLBL, 4-6 March, Lausanne, 231-
240.
ACKERMANN, F. and H. SCHADE (1993): Applications of
GPS for aerial triangulation, Photogramm. Eng. Remote
Sensing, 59 (11) 1625-1632.
AUTORITÀ DI BACINO DEL RENO (1998): Analisi storica delle
frane nel bacino del fiume Reno (sec. XV-1996), in Database
del Catalogo delle Frane (1700 Frane Censite),
loro Localizzazione su Supporto Cartaceo (Tavole CTR
1:25000) e Informatico, a cura di F. BRUNAMONTE (Torino),
(on line: http://www.regione.emilia-romagna.it/ bacinoreno/
sito_abr/ varie/Frane_sto/Frane.htm).
BACHER, U. (1998): Experimental studies into automated
DTM generation on the DPW770, Int. Arch. Photogramm.
Remote Sensing, 32 (4), 35-41.
BALDI, P., S. BONVALONT, P. BRIOLE and M. MARSELLA
(2000): Digital photogrammetry and kinematic GPS
for monitoring volcanic areas, Geophys. J. Int., 142
(3), 801-811.
BALDI, P., S. BONVALONT, P. BRIOLE, M. COLTELLI, K. GWINNER,
M. MARSELLA, G. PUGLISI and D. REMY (2002):
Validation and comparison of different techniques for
the derivation of digital elevation models and volcanic
monitoring (Vulcano Island, Italy), Int. J. Remote Sensing,
23 (22), 4783-4800.
BEUTLER, G., G.W. HEIN, W.G. MELBOURNE and G. SEEBER
(1995): GPS Trend in Precise Terrestrial Airborne, and
SpaceborneApplication, Int. Ass. Geod. Symp., 115,
275-338.
CHO, W. (1995): Relational matching for automatic orientation,
Ph.D. Thesis (Department of Geodetic Science and
Surveying, The Ohio State University, Columbus, OH).
DOWMAN, I. (1990): Progress and potential of digital photogrammetric
workstations, Int. Arch. Photogramm.
Remote Sensing, 28 (2), 239-246.
DOWMAN, I. (1998): Automating image registration and
absolute orientation: solutions and problems, Photogramm.
Rec., 16 (91), 5-18.
DOWMAN, I., H. EBNER and C. HEIPKE (1992): Overview of
European developments in digital photogrammetric
workstations, Photogramm. Eng. Remote Sensing, 58
(1), 51-56.
FABRIS, M. (2004): Algoritmi e procedure di automazione in
fotogrammetria digitale per lo studio di fenomeni deformativi,
Tesi Dottorato di Ricerca in «Scienze Geodetiche
e Topografiche», 24-36.
FARROW, J. and K. MURRAY (1992): Digital photogrammetry
– options and opportunities, Int. Arch. Photogramm.
Remote Sensing, 29 (B2), 397-403.
FORSTNER, W. (1986): Afeature based correspondence algorithm
for image matching, Int. Arch. Photogramm. Remote
Sensing, 26 (3/3), 150-166.
FRASER, C.S., E. BALTSAVIAS and A. GRUEN (2002): Processing
of Ikonos imagery for submetre 3D positioning
and building extraction, ISPRS J. Photogramm. Remote
Sensing, 56, 177-194.
GASIOR, D. (1996): Automatic derivation of a DTM with
the Helava system, in Workshop on Application of Digital
Photogrammetric Workstations, OEEPE Official
Publication No. 33, 241-250.
HANNAH, M.J. (1989): A system for digital stereo image matching, Photogramm. Eng. Remote Sensing, 55 (12),
1765-1770.
HEIPKE, C. (1995): State-of-the-art of digital photogrammetric
workstations for topographic applications, Photogramm.
Eng. Remote Sensing, 61 (1), 49-56.
HEIPKE, C. (1996): Overview of Image Matching Techniques,
in Proceedings of the OEEPE-Workshop on
«Application of Digital Photogrammetric Workstations
», edited by O. KOLBL, 4-6 March, Lausanne.
HEIPKE, C. (1997): Automation of interior, relative, and absolute
orientation, ISPRS J. Photogramm. Remote
Sensing, 52 (1), 1-19.
HELAVA, U.V. (1988a): Object space least square correlation,
Photogramm. Eng. Remote Sensing, 54 (6), 711-714.
HELAVA, U.V. (1988b): On system concepts for digital automation,
Int. Arch. Photogramm. Remote Sensing, 27
(B2), 171-190.
HELLWICH, O., C. HEIPKE, L. TANG, H. EBNER and W. MAYR
(1994): Experiences with automatic relative orientation,
Int. Arch. Photogramm. Remote Sensing, 30 (3/1),
370-378.
HONDA, K. and M. NAGAI (2002): Real time volcano activity
mapping using ground-based digital imagery, ISPRS
J. Photogramm. Remote Sensing, 57, 159-168.
KAAB, A. and A. FUNK (1999): Modelling mass balance using
photogrammetric and geophysical data: a pilot
study at Griesgletscher, Swiss Alps, J. Glaciol., 45
(151), 575-583.
KARRAS, G.E., N. MAVROGENNEAS, D. MAVROMMATI and N.
TSIKONIS (1998): Tests on automatic DEM generation
in a digital photogrammetric workstation, Int. Arch.
Photogramm. Remote Sensing, 32 (2), 136-139.
KRAUS, K. (1997): Photogrammetry (Dummlers Verlag,
Bonn), vol. 2.
KRAUS, K. (1998): Fotogrammetria (Ed. Levrotto & Bella,
Torino), 445-496.
LH SYSTEMS, LLC (1999): SOCET SET – User’s Manual
(LH Systems, LLC, San Diego).
MILLER, S. and K. De VENECIA (1992): Automatic elevation
extraction and the digital photogrammetric workstation,
in ASPRS-ACSM Annual Conv., Alberquerque,
ASPRS, Tech. Pap., 1, 572-580.
MITCHELL, H.L. and R.G. CHADWICK (1999): Digital photogrammetric
concepts applied to surface deformation
studies, GEOMATICA, 53 (4), 405-414.
MORA, P., P. BALDI, G. CASULA, M. FABRIS, M. GHIOTTI, E.
MAZZINI and A. PESCI (2003): Global Positioning Systems
and digital photogrammetry for the monitoring of
mass movements: application to the Ca’ di Malta landslide
(Northern Apennines, Italy), Eng. Geol., 68, 103-
121.
PESCI, A., P. BALDI, A. BEDIN, G. CASULA, N. CENNI, M. FABRIS,
F. LODDO, P. MORA and M. BACCHETTI (2004): Digital
elevation models for landslide evolution monitoring:
application on two areas located in the Reno River Valley
(Italy), Ann. Geophysics, 47 (4), 1339-1353.
SCHENK, T. (1999): Digital Photogrammetry (TerraScienze,
Laurelville, OH), 1, 41-76.
SHAPIRO, L.G. and R.M. HARALICK (1987): Relational
matching, Appl. Opt., 26 (10), 1845-1851.
TANG, L. and C. HEIPKE (1996): Automatic relative orientation
of aerial images, Photogramm. Eng. Remote Sensing,
62 (1), 47-55.
VANWESTEN, C J. and F. LULIE GETAHUN (2003): Analyzing
the evolution of the Tessina landslide using aerial photographs
and digital elevation models, Geomorphol.,
54, 77-89.
WANG, Y. (1998): Principles and applications of structural image matching, Photogramm. Remote Sensing, 53,
154-165.
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