BALANCED VS IMBALANCED TRAINING DATA: CLASSIFYING RAPIDEYE DATA WITH SUPPORT VECTOR MACHINES

Ustuner, M.; Sanli, F. B.; Abdikan, S.

doi:https://doi.org/10.5194/isprs-archives-XLI-B7-379-2016

USING RVI AND NDVI TIME SERIES FOR CROPLAND MAPPING WITH TIME-WEIGHTED DYNAMIC TIME WARPING

O. G. Narin, C. Bayik, S. Abdikan, and F. Balik Sanli

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W3-2022, 97–101, https://doi.org/10.5194/isprs-archives-XLVIII-4-W3-2022-97-2022,https://doi.org/10.5194/isprs-archives-XLVIII-4-W3-2022-97-2022, 2022

EVALUATION OF DEM DERIVED BY REPEAT-PASS X-BAND STRIPMAP MODE PAZ DATA

S. Abdikan, C. Bayik, F. Calò, A. Pepe, and F. Balik Sanli

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 243–248, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-243-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-243-2022, 2022

YIELD ESTIMATION OF SUNFLOWER PLANT WITH CNN AND ANN USING SENTINEL-2

O. G. Narin, A. Sekertekin, A. Saygin, F. Balik Sanli, and M. Gullu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W5-2021, 385–389, https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-385-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-385-2021, 2021

COHERENCE and BACKSCATTER BASED CROPLAND MAPPING USING MULTI-TEMPORAL SENTINEL-1 with DYNAMIC TIME WARPING

O. G. Narin, S. Abdikan, C. Bayik, A. Sekertekin, A. Delen, and F. Balik Sanli

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2021, 37–41, https://doi.org/10.5194/isprs-archives-XLIII-B5-2021-37-2021,https://doi.org/10.5194/isprs-archives-XLIII-B5-2021-37-2021, 2021

REPEAT-PASS INTERFEROMETRIC AND BACKSCATTER ANALYSIS OF X-BAND PAZ SATELLITE – FIRST RESULTS

S. Abdikan, C. Bayik, M. Ustuner, and F. Balik Sanli

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 253–258, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-253-2020,https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-253-2020, 2020

THE ISPRS STUDENT CONSORTIUM: SUSTAINING RELEVANCE AND CREATING SHARED VISIONS FOR THE YOUTH

S. R. Reyes, A. K. M. Jaojoco, C. Cruz, C. Jjuuko, M. Üstüner, J. C. K. Chow, and S. Guliyeva

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-5-2020, 39–46, https://doi.org/10.5194/isprs-annals-V-5-2020-39-2020,https://doi.org/10.5194/isprs-annals-V-5-2020-39-2020, 2020

APPLICATION OF SENTINEL-1 MULTI-TEMPORAL DATA FOR CROP MONITORING AND MAPPING

R. Nasirzadehdizaji, F. B. Sanli, and Z. Cakir

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 803–807, https://doi.org/10.5194/isprs-archives-XLII-4-W18-803-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-803-2019, 2019

INSAR ANALYSIS OF AYVACIK 2017 (MW 5.3) EARTHQUAKE SWARM (CANAKKALE, NW-TURKEY)

S. Abdikan, M. Imamoglu, T. Alasag, M. Toker, S. H. Kutoglu, and S. Sahin

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1907–1911, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1907-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-1907-2019, 2019

AN APPLICATION OF ROLL-INVARIANT POLARIMETRIC FEATURES FOR CROP CLASSIFICATION FROM MULTI-TEMPORAL RADARSAT-2 SAR DATA

M. Ustuner, F. B. Sanli, S. Abdikan, M. T. Esetlili, and G. Bilgin

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 451–456, https://doi.org/10.5194/isprs-archives-XLII-1-451-2018,https://doi.org/10.5194/isprs-archives-XLII-1-451-2018, 2018

BACKSCATTER ANALYSIS USING MULTI-TEMPORAL SENTINEL-1 SAR DATA FOR CROP GROWTH OF MAIZE IN KONYA BASIN, TURKEY

S. Abdikan, A. Sekertekin, M. Ustunern, F. Balik Sanli, and R. Nasirzadehdizaji

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3, 9–13, https://doi.org/10.5194/isprs-archives-XLII-3-9-2018,https://doi.org/10.5194/isprs-archives-XLII-3-9-2018, 2018

EXPLOITING MULTI-TEMPORAL SENTINEL-1 SAR DATA FOR FLOOD EXTEND MAPPING

C. Bayik, S. Abdikan, G. Ozbulak, T. Alasag, S. Aydemir, and F. Balik Sanli

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W4, 109–113, https://doi.org/10.5194/isprs-archives-XLII-3-W4-109-2018,https://doi.org/10.5194/isprs-archives-XLII-3-W4-109-2018, 2018

A MULTI-SOURCE DATA APPROACH FOR THE INVESTIGATION OF LAND SUBSIDENCE IN THE KONYA BASIN, TURKEY

F. Calò, D. Notti, J. P. Galve, S. Abdikan, T. Görüm, O. Orhan, H. B. Makineci, A. Pepe, M. Yakar, and F. Balik Şanli

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W4, 129–135, https://doi.org/10.5194/isprs-archives-XLII-3-W4-129-2018,https://doi.org/10.5194/isprs-archives-XLII-3-W4-129-2018, 2018

LAND COVER MAPPING USING SENTINEL-1 SAR DATA

S. Abdikan, F. B. Sanli, M. Ustuner, and F. Calò

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 757–761, https://doi.org/10.5194/isprs-archives-XLI-B7-757-2016,https://doi.org/10.5194/isprs-archives-XLI-B7-757-2016, 2016

BALANCED VS IMBALANCED TRAINING DATA: CLASSIFYING RAPIDEYE DATA WITH SUPPORT VECTOR MACHINES

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