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İsmail Çölkesen
Assoc. Prof. Dr.
GEBZE TEKNİK ÜNİVERSİTESİ
Publication
7
Review
2
CrossRef Cited
31
TR Dizin Cited
11
7
Publication
2
Review
31
CrossRef Cited
11
TR Dizin Cited
0000-0001-9670-3023
24342824400
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Summary
Publications
Peer Review
Cited
Research Fields
Photogrammetry and Remote Sensing
Institution
GEBZE TEKNİK ÜNİVERSİTESİ
Popular Publications
Using machine learning algorithms in mass valuation and comparing the effects of geographical/non-geographical features on prediction accuracy
Authors:
Arif Çağdaş Aydınoğlu
,
Rabia Bovkır
,
İsmail Çölkesen
Published: 2023 ,
Journal of Geodesy and Geoinformation
DOI: 10.9733/JGG.2023R0005.T
CITED
0
FAVORITE
1
TOTAL DOWNLOAD COUNT
1175
0
CITED
1
FAVORITE
1175
TOTAL DOWNLOAD COUNT
Publications
Instance Segmentation of Sunflower Inflorescences from RGB and Multispectral UAV Orthomosaics with Mask R-CNN Deep Neural Network
Authors:
Esra Yıldırım
,
İsmail Çölkesen
,
Umut Güneş Sefercik
Published: 2025 ,
Turkish Journal of Remote Sensing and GIS
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
42
0
FAVORITE
42
TOTAL DOWNLOAD COUNT
Investigation of the Effect of Training Dataset Size on the Detection of Mucilage Formation in the Marmara Sea Using Convolutional Neural Networks
Authors:
Meltem Çelen
,
Mehmet Salim Öncel
,
Mustafacan Saygı
,
İsmail Çölkesen
Published: 2025 ,
Şura Akademi
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
111
0
FAVORITE
111
TOTAL DOWNLOAD COUNT
3D positioning accuracy and land cover classification performance of multispectral RTK UAVs
Authors:
Umut Gunes Sefercik
,
Taşkın Kavzoğlu
,
İsmail Çölkesen
,
Mertcan Nazar
,
Muhammed Yusuf Öztürk
,
Samed Adalı
,
Salih Dinç
Published: 2023 ,
International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1074791
FAVORITE
0
TOTAL DOWNLOAD COUNT
1244
0
FAVORITE
1244
TOTAL DOWNLOAD COUNT
Using machine learning algorithms in mass valuation and comparing the effects of geographical/non-geographical features on prediction accuracy
Authors:
Arif Çağdaş Aydınoğlu
,
Rabia Bovkır
,
İsmail Çölkesen
Published: 2023 ,
Journal of Geodesy and Geoinformation
DOI: 10.9733/JGG.2023R0005.T
FAVORITE
1
TOTAL DOWNLOAD COUNT
1175
1
FAVORITE
1175
TOTAL DOWNLOAD COUNT
Development of Spectral Library for The Fast-Growing Species in Turkey: The Poplar Species Case
Authors:
Ayhan Ateşoğlu
,
Taşkın Kavzoğlu
,
İsmail Çölkesen
,
Şeyma Özlüsoylu
,
Hasan Tonbul
,
Elif Özlem Yılmaz
,
Muhammed Yusuf Öztürk
Published: 2022 ,
Journal of Bartin Faculty of Forestry
DOI: 10.24011/barofd.1099984
FAVORITE
0
TOTAL DOWNLOAD COUNT
1426
0
FAVORITE
1426
TOTAL DOWNLOAD COUNT
The impacts of vegetation indices from UAV-based RGB imagery on land cover classification using ensemble learning
Authors:
Muhammed Yusuf Öztürk
,
İsmail Çölkesen
Published: 2021 ,
Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.943347
FAVORITE
0
TOTAL DOWNLOAD COUNT
1177
0
FAVORITE
1177
TOTAL DOWNLOAD COUNT
The Use of Object-Based Image Analysis for Monitoring 2021 Marine Mucilage Bloom in the Sea of Marmara
Authors:
Taşkın Kavzoğlu
,
Hasan Tonbul
,
İsmail Çölkesen
,
Umut Gunes Sefercik
Published: 2021 ,
International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.990875
FAVORITE
0
TOTAL DOWNLOAD COUNT
1218
0
FAVORITE
1218
TOTAL DOWNLOAD COUNT
Articles published in
International Journal of Engineering and Geosciences
International Journal of Environment and Geoinformatics
Journal of Bartin Faculty of Forestry
Journal of Geodesy and Geoinformation
Mersin Photogrammetry Journal
Şura Akademi
Turkish Journal of Remote Sensing and GIS
Reviews
Geomatik
International Journal of Environment and Geoinformatics
Publications
3D positioning accuracy and land cover classification performance of multispectral RTK UAVs
Authors:
Umut Gunes Sefercik
,
Taşkın Kavzoğlu
,
İsmail Çölkesen
,
Mertcan Nazar
,
Muhammed Yusuf Öztürk
,
Samed Adalı
,
Salih Dinç
Published: 2023 ,
International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1074791
CITED
9
FAVORITE
0
TOTAL DOWNLOAD COUNT
1244
9
CITED
0
FAVORITE
1244
TOTAL DOWNLOAD COUNT
Development of Spectral Library for The Fast-Growing Species in Turkey: The Poplar Species Case
Authors:
Ayhan Ateşoğlu
,
Taşkın Kavzoğlu
,
İsmail Çölkesen
,
Şeyma Özlüsoylu
,
Hasan Tonbul
,
Elif Özlem Yılmaz
,
Muhammed Yusuf Öztürk
Published: 2022 ,
Journal of Bartin Faculty of Forestry
DOI: 10.24011/barofd.1099984
CITED
2
FAVORITE
0
TOTAL DOWNLOAD COUNT
1426
2
CITED
0
FAVORITE
1426
TOTAL DOWNLOAD COUNT
The impacts of vegetation indices from UAV-based RGB imagery on land cover classification using ensemble learning
Authors:
Muhammed Yusuf Öztürk
,
İsmail Çölkesen
Published: 2021 ,
Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.943347
CITED
8
FAVORITE
0
TOTAL DOWNLOAD COUNT
1177
8
CITED
0
FAVORITE
1177
TOTAL DOWNLOAD COUNT
The Use of Object-Based Image Analysis for Monitoring 2021 Marine Mucilage Bloom in the Sea of Marmara
Authors:
Taşkın Kavzoğlu
,
Hasan Tonbul
,
İsmail Çölkesen
,
Umut Gunes Sefercik
Published: 2021 ,
International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.990875
CITED
12
FAVORITE
0
TOTAL DOWNLOAD COUNT
1218
12
CITED
0
FAVORITE
1218
TOTAL DOWNLOAD COUNT
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