ROCK MASS DISCONTINUITY DETERMINATION WITH TRANSFER LEARNING

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

doi:https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-609-2023

Articles | Volume XLVIII-M-1-2023

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Articles | Volume XLVIII-M-1-2023

https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-609-2023

Articles | Volume XLVIII-M-1-2023

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15 Aug 2023

| 15 Aug 2023

ROCK MASS DISCONTINUITY DETERMINATION WITH TRANSFER LEARNING

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

I. Yalcin

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

Hacettepe University, Başkent OSB Technical Sciences Vocational School, 06909 Sincan Ankara, Türkiye

R. Can

Hacettepe University, Dept. of Geomatics Engineering, 06800 Beytepe Ankara, Türkiye

TÜBİTAK, Space Technologies Research Institute, 06800, METU Campus, Ankara, Türkiye

S. Kocaman

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

Hacettepe University, Dept. of Geomatics Engineering, 06800 Beytepe Ankara, Türkiye

C. Gokceoglu

https://orcid.org/0000-0003-4762-9933

Hacettepe University, Dept. of Geological Engineering, 06800 Beytepe Ankara, Türkiye

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 293–300, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-293-2022,https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-293-2022, 2022

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

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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

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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

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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

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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

6 FEBRUARY 2023 KAHRAMANMARAŞ – TÜRKİYE EARTHQUAKES: A GENERAL OVERVIEW

C. Gokceoglu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 417–424, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-417-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-417-2023, 2023

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

INVESTIGATIONS ON THE EFFECT OF HD PROCESSING IN LAND COVER CLASSIFICATION

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

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

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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

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

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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

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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

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ROCK MASS DISCONTINUITY DETERMINATION WITH TRANSFER LEARNING

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