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Bülent Bayram Prof. Dr. Yildiz Technical University
Publication 14 Review 27 CrossRef Cited 76 TR Dizin Cited 5
14 Publication
27 Review
76 CrossRef Cited
5 TR Dizin Cited
0000-0002-4248-116X

Research Fields

Image Processing Engineering Deep Learning Photogrametry Machine Learning Photogrammetry and Remote Sensing Machine Vision Remote Sensing

Institution

Yildiz Technical University

Popular Publications

Preserving human privacy in real estate listing applications by deep learning methods
Authors: Yunus Emre Varul , Hilal Adıyaman , Tolga Bakırman , Bülent Bayram , Elif Alkan , Sevgi Zümra Karaca , Raziye Hale Topaloğlu
Published: 2023 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1213893
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 705

2

1

705

Publications

Blue Economy concept : Threats, challenges and opportunities in the Black Sea
Authors: Nurten Vardar , Bülent Bayram
Published: 2026 , Piri Reis Journal of Marine Sciences and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 388

0

388

Beyond dNBR: Exploring Alternative Satellite Indices for Post-Fire Damage Assessment in Turkish Forests
Authors: Zeynep Kiraz , Bahadır Kulavuz , Tolga Bakırman , Bülent Bayram
Published: 2025 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1628753
FAVORITE 0 TOTAL DOWNLOAD COUNT 645

0

645

The Role of Ensemble Deep Learning for Building Extraction from VHR Imagery
Authors: Nuran Aslantaş , Tolga Bakırman , Mahmut Oğuz Selbesoğlu , Bülent Bayram
Published: 2025 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1587798
FAVORITE 0 TOTAL DOWNLOAD COUNT 1084

0

1084

Temporal Dynamics of Lake Burdur's Water Surface Area: A Two-Decade Remote Sensing Analysis and Future Forecasts
Authors: Kemal Can Erdem , Tolga Bakırman , Bülent Bayram
Published: 2025 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1628742
FAVORITE 0 TOTAL DOWNLOAD COUNT 636

0

636

A COMPARATIVE STUDY OF DOUBLE-STEP DEEP LEARNING FRAMEWORK FOR BURNED AREA IDENTIFICATION AND SEVERITY ASSESSMENT IN WILDFIRES
Authors: Murat Mert Yurdakul , Bülent Bayram , Tolga Bakırman , Hamza Osman İlhan
Published: 2025 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1601614
FAVORITE 0 TOTAL DOWNLOAD COUNT 662

0

662

Deep Learning Based Panchromatic2RGB Image Generation from VHR Images
Authors: Ceyda Nigar Ünyılmaz , Bahadır Kulavuz , Tolga Bakırman , Bülent Bayram
Published: 2024 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1587804
FAVORITE 0 TOTAL DOWNLOAD COUNT 542

0

542

Preserving human privacy in real estate listing applications by deep learning methods
Authors: Yunus Emre Varul , Hilal Adıyaman , Tolga Bakırman , Bülent Bayram , Elif Alkan , Sevgi Zümra Karaca , Raziye Hale Topaloğlu
Published: 2023 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1213893
FAVORITE 1 TOTAL DOWNLOAD COUNT 705

1

705

Water-body Segmentation in Heterogeneous Hydrodynamic and Morphodynamic Structured Coastal Areas by Machine Learning
Authors: İrem Gümüşçü , Furkan Altaş , Beril Türkekul , Hasan Alper Kaya , Fırat Erdem , Tolga Bakırman , Bülent Bayram
Published: 2023 , International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.1119096
FAVORITE 0 TOTAL DOWNLOAD COUNT 1011

0

1011

Shoreline Segmentation from SENTINEL-2 Imagery by Transfer Learning
Authors: Selennur Karagöl , Bülent Bayram , Fırat Erdem , Tolga Bakirman
Published: 2021 , Turkish Journal of Remote Sensing
DOI: 10.51489/tuzal.830052
FAVORITE 0 TOTAL DOWNLOAD COUNT 1844

0

1844

Assessing the spatial accuracy of UAV-derived products based on variation of flight altitudes
Authors: Semih Sami Akay , Orkan Ozcan , Füsun Balık Şanlı , Bülent Bayram , Tolga Görüm
Published: 2021 , Turkish Journal of Engineering
DOI: 10.31127/tuje.653631
FAVORITE 0 TOTAL DOWNLOAD COUNT 1209

0

1209

A Deep learning integrated mobile application for historic landmark recognition: A case study of Istanbul
Authors: Bülent Bayram , Batuhan Kılıç , Furkan Özoğlu , Fırat Erdem , Tolga Bakirman , Sinan Sivri , Onur Can Bayrak , Ahmet Delen
Published: 2020 , Mersin Photogrammetry Journal
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2152

0

2152

Feature extraction from satellite images using segnet and fully convolutional networks (FCN)
Authors: Batuhan Sariturk , Bulent Bayram , Zaide Duran , Dursun Zafer Seker
Published: 2020 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.645426
FAVORITE 0 TOTAL DOWNLOAD COUNT 2027

0

2027

Rastgele Orman Yöntemi Kullanılarak Kıyı Çizgisi Çıkarımı İstanbul Örneği
Authors: Fırat Erdem, Mustafa Andaç Derinpınar, Rouhollah Nasırzadehdızajı, Selen Oy, Dursun Zafer Şeker, Bülent Bayram
Published: 2018 , Geomatik
DOI: 10.29128/geomatik.362179
FAVORITE 0 TOTAL DOWNLOAD COUNT 4291

0

4291

Shoreline Extraction and Change Detection using 1:5000 Scale Orthophoto Maps: A Case Study of Latvia-Riga
Authors: Bülent Bayram , İnese Janpaule, Mustafa Oğurlu, Salih Bozkurt, Hatice Çatal Reis , Dursun Zafer Şeker
Published: 2015 , International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.303552
FAVORITE 0 TOTAL DOWNLOAD COUNT 2253

0

2253

Articles published in
Geomatik
Geomatik
International Journal of Engineering and Geosciences
International Journal of Engineering and Geosciences
International Journal of Environment and Geoinformatics
International Journal of Environment and Geoinformatics
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Mersin Photogrammetry Journal
Mersin Photogrammetry Journal
Piri Reis Journal of Marine Sciences and Technology
Piri Reis Journal of Marine Sciences and Technology
Turkish Journal of Engineering
Turkish Journal of Engineering
Turkish Journal of Remote Sensing
Turkish Journal of Remote Sensing
Editorial Board Memberships
Mersin Photogrammetry Journal
Mersin Photogrammetry Journal
Turkish Journal of Remote Sensing and GIS
Turkish Journal of Remote Sensing and GIS

Reviews

Geomatik
Geomatik
International Journal of Engineering and Geosciences
International Journal of Engineering and Geosciences
International Journal of Environment and Geoinformatics
International Journal of Environment and Geoinformatics
Journal of Natural Hazards and Environment
Journal of Natural Hazards and Environment
Mersin Photogrammetry Journal
Mersin Photogrammetry Journal
Turkish Journal of Engineering
Turkish Journal of Engineering

Publications

The Role of Ensemble Deep Learning for Building Extraction from VHR Imagery
Authors: Nuran Aslantaş , Tolga Bakırman , Mahmut Oğuz Selbesoğlu , Bülent Bayram
Published: 2025 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1587798
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1084

6

0

1084

Deep Learning Based Panchromatic2RGB Image Generation from VHR Images
Authors: Ceyda Nigar Ünyılmaz , Bahadır Kulavuz , Tolga Bakırman , Bülent Bayram
Published: 2024 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1587804
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 542

3

0

542

Preserving human privacy in real estate listing applications by deep learning methods
Authors: Yunus Emre Varul , Hilal Adıyaman , Tolga Bakırman , Bülent Bayram , Elif Alkan , Sevgi Zümra Karaca , Raziye Hale Topaloğlu
Published: 2023 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1213893
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 705

2

1

705

Water-body Segmentation in Heterogeneous Hydrodynamic and Morphodynamic Structured Coastal Areas by Machine Learning
Authors: İrem Gümüşçü , Furkan Altaş , Beril Türkekul , Hasan Alper Kaya , Fırat Erdem , Tolga Bakırman , Bülent Bayram
Published: 2023 , International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.1119096
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1011

1

0

1011

Shoreline Segmentation from SENTINEL-2 Imagery by Transfer Learning
Authors: Selennur Karagöl , Bülent Bayram , Fırat Erdem , Tolga Bakirman
Published: 2021 , Turkish Journal of Remote Sensing
DOI: 10.51489/tuzal.830052
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1844

1

0

1844

Assessing the spatial accuracy of UAV-derived products based on variation of flight altitudes
Authors: Semih Sami Akay , Orkan Ozcan , Füsun Balık Şanlı , Bülent Bayram , Tolga Görüm
Published: 2021 , Turkish Journal of Engineering
DOI: 10.31127/tuje.653631
CITED 12 FAVORITE 0 TOTAL DOWNLOAD COUNT 1209

12

0

1209

Feature extraction from satellite images using segnet and fully convolutional networks (FCN)
Authors: Batuhan Sariturk , Bulent Bayram , Zaide Duran , Dursun Zafer Seker
Published: 2020 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.645426
CITED 29 FAVORITE 0 TOTAL DOWNLOAD COUNT 2027

29

0

2027

Rastgele Orman Yöntemi Kullanılarak Kıyı Çizgisi Çıkarımı İstanbul Örneği
Authors: Fırat Erdem, Mustafa Andaç Derinpınar, Rouhollah Nasırzadehdızajı, Selen Oy, Dursun Zafer Şeker, Bülent Bayram
Published: 2018 , Geomatik
DOI: 10.29128/geomatik.362179
CITED 16 FAVORITE 0 TOTAL DOWNLOAD COUNT 4291

16

0

4291

Shoreline Extraction and Change Detection using 1:5000 Scale Orthophoto Maps: A Case Study of Latvia-Riga
Authors: Bülent Bayram , İnese Janpaule, Mustafa Oğurlu, Salih Bozkurt, Hatice Çatal Reis , Dursun Zafer Şeker
Published: 2015 , International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.303552
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 2253

6

0

2253

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