INVESTIGATIONS ON THE EFFECT OF HD PROCESSING IN LAND COVER CLASSIFICATION

Yalcin, I.; Karakas, G.; Kocaman, S.; Saunier, S.; Albinet, C.

doi:https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-293-2022

Articles | Volume XLIII-B1-2022

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Articles | Volume XLIII-B1-2022

https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-293-2022

Articles | Volume XLIII-B1-2022

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30 May 2022

| 30 May 2022

INVESTIGATIONS ON THE EFFECT OF HD PROCESSING IN LAND COVER CLASSIFICATION

I. Yalcin, G. Karakas, S. Kocaman, S. Saunier, and C. Albinet

I. Yalcin

Hacettepe University, Graduate School of Science and Engineering, Beytepe, Ankara, Turkey

Hacettepe University, Baskent OSB Technical Sciences Vocational School, 06909 Sincan Ankara, Turkey

G. Karakas

Hacettepe University, Graduate School of Science and Engineering, Beytepe, Ankara, Turkey

Hacettepe University, Department of Geomatics Engineering, 06800 Beytepe Ankara, Turkey

S. Kocaman

https://orcid.org/0000-0002-2775-7914

Hacettepe University, Department of Geomatics Engineering, 06800 Beytepe Ankara, Turkey

ETH Zurich, Institute of Geodesy and Photogrammetry, 8093 Zurich, Switzerland

S. Saunier

Telespazio France, 26 Avenue Jean François Champollion, 31100 Toulouse, France

C. Albinet

https://orcid.org/0000-0003-4138-4939

European Space Agency, ESRIN, Via Galileo Galilei, 1, 00044 Frascati RM, Italy

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ROCK MASS DISCONTINUITY DETERMINATION WITH TRANSFER LEARNING

I. Yalcin, R. Can, S. Kocaman, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 609–614, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-609-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-609-2023, 2023

A CNN ARCHITECTURE FOR DISCONTINUITY DETERMINATION OF ROCK MASSES WITH CLOSE RANGE IMAGES

I. Yalcin, R. Can, S. Kocaman, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 1101–1108, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1101-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1101-2022, 2022

RADIOMETRIC QUALITY ASSESSMENT FOR MAXAR HD IMAGERY

I. Yalcin, S. Kocaman, S. Saunier, and C. Albinet

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 797–804, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-797-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-797-2021, 2021

CO-SEISMIC LANDSLIDE BASED VALIDATION OF SUSCEPTIBILITY MAPPING AFTER KAHRAMANMARAS EARTHQUAKES (FEB 6, 2023) IN AMANOS MOUNTAINS

G. Karakas, E. O. Unal, N. Tunar Ozcan, S. Cetinkaya, R. Can, C. Gokceoglu, and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 429–436, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-429-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-429-2023, 2023

FLOOD MAPPING IN MOUNTAINOUS AREAS USING SENTINEL-1 & 2 DATA AND GLCM FEATURES

B. Tavus and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1575–1580, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1575-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1575-2023, 2023

FREQUENCY RATIO ASSESSMENT FOR LANDSLIDES TRIGGERED BY 6 FEBRUARY 2023 KAHRAMANMARAS TURKIYE EARTHQUAKES BETWEEN GOLBASI AND ERKENEK

S. Cetinkaya, N. Tunar Ozcan, G. Karakas, V. E. Karakas, S. Kocaman, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 477–483, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-477-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-477-2023, 2023

MULTI-HAZARD SUSCEPTIBILITY ASSESSMENT WITH HYBRID MACHINE LEARNING METHODS FOR TUT REGION (ADIYAMAN, TURKIYE)

G. Karakas, S. Kocaman, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 529–536, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-529-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-529-2023, 2023

GLCM FEATURES FOR LEARNING FLOODED VEGETATION FROM SENTINEL-1 AND SENTINEL-2 DATA

B. Tavus and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 601–607, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-601-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-601-2023, 2023

ROCK MASS DISCONTINUITY DETERMINATION WITH TRANSFER LEARNING

I. Yalcin, R. Can, S. Kocaman, and C. Gokceoglu

IMPACT OF LEARNING SET AND SAMPLING FOR SNOW AVALANCHE SUSCEPTIBILITY MAPPING WITH RANDOM FOREST

S. Cetinkaya and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 57–64, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-57-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-57-2023, 2023

FOREST FIRE SUSCEPTIBILITY ASSESSMENT WITH MACHINE LEARNING METHODS IN NORTH-EAST TURKIYE

O. Kantarcioglu, K. Schindler, and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 161–167, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-161-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-161-2023, 2023

DEVELOPMENT OF A SMART CITY CONCEPT IN VIRTUAL REALITY ENVIRONMENT

M. Buyukdemircioglu and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2022, 51–58, https://doi.org/10.5194/isprs-archives-XLIII-B5-2022-51-2022,https://doi.org/10.5194/isprs-archives-XLIII-B5-2022-51-2022, 2022

DEEP LEARNING FOR 3D BUILDING RECONSTRUCTION: A REVIEW

M. Buyukdemircioglu, S. Kocaman, and M. Kada

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 359–366, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-359-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-359-2022, 2022

A CNN ARCHITECTURE FOR DISCONTINUITY DETERMINATION OF ROCK MASSES WITH CLOSE RANGE IMAGES

I. Yalcin, R. Can, S. Kocaman, and C. Gokceoglu

SNOW AVALANCHE SUSCEPTIBILITY MAPPING FOR DAVOS, SWITZERLAND

S. Cetinkaya and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 1083–1090, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1083-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1083-2022, 2022

DEEP LEARNING BASED BUILDING FOOTPRINT EXTRACTION FROM VERY HIGH RESOLUTION TRUE ORTHOPHOTOS AND NDSM

M. Buyukdemircioglu, R. Can, S. Kocaman, and M. Kada

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 211–218, https://doi.org/10.5194/isprs-annals-V-2-2022-211-2022,https://doi.org/10.5194/isprs-annals-V-2-2022-211-2022, 2022

ON THE EFFECT OF DEM QUALITY FOR LANDSLIDE SUSCEPTIBILITY MAPPING

G. Karakas, S. Kocaman, and C. Gokceoglu

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 525–531, https://doi.org/10.5194/isprs-annals-V-3-2022-525-2022,https://doi.org/10.5194/isprs-annals-V-3-2022-525-2022, 2022

A CNN-BASED FLOOD MAPPING APPROACH USING SENTINEL-1 DATA

B. Tavus, R. Can, and S. Kocaman

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 549–556, https://doi.org/10.5194/isprs-annals-V-3-2022-549-2022,https://doi.org/10.5194/isprs-annals-V-3-2022-549-2022, 2022

GEOVISUALIZATION OF AERIAL PHOTOGRAMMETRIC FLIGHTS FOR DATA QUALITY ASSESSMENT

M. Buyukdemircioglu and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2021, 333–338, https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-333-2021,https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-333-2021, 2021

A WEBGIS FRAMEWORK FOR SEMI-AUTOMATED GEODATABASE UPDATING ASSISTED BY DEEP LEARNING

R. Can, S. Kocaman, and A. O. Ok

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2021, 13–19, https://doi.org/10.5194/isprs-archives-XLIII-B5-2021-13-2021,https://doi.org/10.5194/isprs-archives-XLIII-B5-2021-13-2021, 2021

DEVELOPMENT OF A GEO-ANALYTICS PLATFORM FOR POST-DISASTER GROUND ASSESSMENT

K. Atasoy and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 685–692, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-685-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-685-2021, 2021

AERIAL PHOTOGRAMMETRY AND MACHINE LEARNING BASED REGIONAL LANDSLIDE SUSCEPTIBILITY ASSESSMENT FOR AN EARTHQUAKE PRONE AREA IN TURKEY

G. Karakas, S. Kocaman, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 713–720, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-713-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-713-2021, 2021

RADIOMETRIC QUALITY ASSESSMENT FOR MAXAR HD IMAGERY

I. Yalcin, S. Kocaman, S. Saunier, and C. Albinet

DEEP LEARNING BASED ROOF TYPE CLASSIFICATION USING VERY HIGH RESOLUTION AERIAL IMAGERY

M. Buyukdemircioglu, R. Can, and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 55–60, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-55-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-55-2021, 2021

ASSESSMENT OF FLOODED AREAS CAUSED BY A DAM BREAK (SARDOBA DAM, UZBEKISTAN)

B. Tavus, S. Kocaman, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 291–297, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-291-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-291-2021, 2021

DEVELOPMENT OF A CITSCI AND ARTIFICIAL INTELLIGENCE SUPPORTED GIS PLATFORM FOR LANDSLIDE DATA COLLECTION

R. Can, S. Kocaman, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2020, 43–50, https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-43-2020,https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-43-2020, 2020

PRODUCTION OF ISO-INTENSITY MAP FOR THE ELAZIG EARTHQUAKE (JAN 24, 2020) USING CITIZEN COLLECTED GEODATA

I. Yalcin, S. Kocaman, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2020, 51–56, https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-51-2020,https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-51-2020, 2020

INVESTIGATIONS ON THE GLOBAL IMAGE DATASETS FOR THE ABSOLUTE GEOMETRIC QUALITY ASSESSMENT OF MSG SEVIRI IMAGERY

S. Kocaman, V. Debaecker, S. Bas, S. Saunier, K. Garcia, and D. Just

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 1339–1346, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1339-2020,https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1339-2020, 2020

A FUSION APPROACH FOR FLOOD MAPPING USING SENTINEL-1 AND SENTINEL-2 DATASETS

B. Tavus, S. Kocaman, H. A. Nefeslioglu, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 641–648, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-641-2020,https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-641-2020, 2020

LANDSLIDE SUSCEPTIBILITY MAPPING WITH RANDOM FOREST MODEL FOR ORDU, TURKEY

G. Karakas, R. Can, S. Kocaman, H. A. Nefeslioglu, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 1229–1236, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1229-2020,https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1229-2020, 2020

ON THE USE OF SENTINEL-2 IMAGES AND HIGH RESOLUTION DTM FOR LANDSLIDE SUSCEPTIBILITY MAPPING IN A DEVELOPING URBAN SETTLEMENT (MAMAK, ANKARA, TURKEY)

T. Yanar, S. Kocaman, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W8, 469–476, https://doi.org/10.5194/isprs-archives-XLII-3-W8-469-2019,https://doi.org/10.5194/isprs-archives-XLII-3-W8-469-2019, 2019

ON THE USE OF CITSCI AND VGI IN NATURAL HAZARD ASSESSMENT

S. Kocaman and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-5, 69–73, https://doi.org/10.5194/isprs-archives-XLII-5-69-2018,https://doi.org/10.5194/isprs-archives-XLII-5-69-2018, 2018

A 3D CAMPUS APPLICATION BASED ON CITY MODELS AND WEBGL

M. Buyukdemircioglu and S. Kocaman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-5, 161–165, https://doi.org/10.5194/isprs-archives-XLII-5-161-2018,https://doi.org/10.5194/isprs-archives-XLII-5-161-2018, 2018

PRELIMINARY INVESTIGATIONS ON FLOOD SUSCEPTIBILITY MAPPING IN ANKARA (TURKEY) USING MODIFIED ANALYTICAL HIERARCHY PROCESS (M-AHP)

B. Sozer, S. Kocaman, H. A. Nefeslioglu, O. Firat, and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-5, 361–365, https://doi.org/10.5194/isprs-archives-XLII-5-361-2018,https://doi.org/10.5194/isprs-archives-XLII-5-361-2018, 2018

CONSIDERATIONS ON THE USE OF SENTINEL-1 DATA IN FLOOD MAPPING IN URBAN AREAS: ANKARA (TURKEY) 2018 FLOODS

B. Tavus, S. Kocaman, C. Gokceoglu, and H. A. Nefeslioglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-5, 575–581, https://doi.org/10.5194/isprs-archives-XLII-5-575-2018,https://doi.org/10.5194/isprs-archives-XLII-5-575-2018, 2018

POSSIBLE CONTRIBUTIONS OF CITIZEN SCIENCE FOR LANDSLIDE HAZARD ASSESSMENT

S. Kocaman and C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W4, 295–300, https://doi.org/10.5194/isprs-archives-XLII-3-W4-295-2018,https://doi.org/10.5194/isprs-archives-XLII-3-W4-295-2018, 2018

A REVIEW ON CITIZEN SCIENCE (CITSCI) APPLICATIONS FOR DISASTER MANAGEMENT

S. Kocaman, B. Anbaroglu, C. Gokceoglu, and O. Altan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W4, 301–306, https://doi.org/10.5194/isprs-archives-XLII-3-W4-301-2018,https://doi.org/10.5194/isprs-archives-XLII-3-W4-301-2018, 2018

RADIOMETRIC AND GEOMETRIC ACCURACY ANALYSIS OF RASAT PAN IMAGERY

S. Kocaman, I. Yalcin, and M. Guler

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B1, 349–353, https://doi.org/10.5194/isprs-archives-XLI-B1-349-2016,https://doi.org/10.5194/isprs-archives-XLI-B1-349-2016, 2016

INVESTIGATIONS ON THE EFFECT OF HD PROCESSING IN LAND COVER CLASSIFICATION

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