Publications & Works

Publication Network
Journal articles indexed in SCI, SSCI, and AHCI

Stripe Error Correction for Landsat-7 Using Deep Learning

Adıyaman H., Emre Varul Y., BAKIRMAN T., BAYRAM B.
PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science , vol.93, no.1, pp.51-63, 2025 (SCI-Expanded) Sustainable Development identifier

Use of Artificial Intelligence Toward Climate-Neutral Cultural Heritage

BAKIRMAN T., Kulavuz B., BAYRAM B.
Photogrammetric Engineering and Remote Sensing , vol.89, no.3, pp.163-171, 2023 (SCI-Expanded) Sustainable Development identifier identifier

Mapping of Glaciers on Horseshoe Island, Antarctic Peninsula, with Deep Learning Based on High-Resolution Orthophoto

Selbesoğlu M. O., BAKIRMAN T., Vassilev O., Ozsoy B.
Drones , vol.7, no.2, 2023 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

E-mail addresses: bakirman@yildiz.edu.tr (T. Bakirman), iremkomurcubm@gmail.com (I. Komurcu), sertele@itu.edu.tr (E. Sertel). 1 ORCID: 0000-0001-7828-9666 2 ORCID: 0000-0002-3233-1678 3 ORCID: 0000-0003-4854-494X

BAKIRMAN T., Komurcu I., Sertel E.
EXPERT SYSTEMS WITH APPLICATIONS , vol.202, 2022 (SCI-Expanded) Sustainable Development identifier identifier

Development of sustainable wetland management strategies by using the analytical hierarchy process and web-based GIS: A case study from Turkey

BAKIRMAN T., GÜMÜŞAY M. Ü., Musaoğlu N., Tanık A. G.
TRANSACTIONS IN GIS , vol.26, no.3, pp.1589-1608, 2022 (SSCI) Sustainable Development identifier identifier

Deep neural network approaches for detecting gastric polyps in endoscopic images

DURAK S., BAYRAM B., BAKIRMAN T., ERKUT M., Doğan M., GÜRTÜRK M., et al.
Medical and Biological Engineering and Computing , vol.59, pp.1563-1574, 2021 (SCI-Expanded) Sustainable Development identifier identifier identifier

An ensemble deep learning based shoreline segmentation approach (WaterNet) from Landsat 8 OLI images

Erdem F., BAYRAM B., Bakirman T., BAYRAK O. C., AKPINAR B.
ADVANCES IN SPACE RESEARCH , vol.67, no.3, pp.964-974, 2021 (SCI-Expanded) Sustainable Development identifier identifier

Implementation of ultra-light UAV systems for cultural heritage documentation

Bakirman T., Bayram B., Akpınar B., Karabulut M. F., Bayrak O. C., Yigitoglu A., et al.
JOURNAL OF CULTURAL HERITAGE , vol.44, pp.174-184, 2020 (SCI-Expanded) identifier identifier

A novel GIS-MCDA-based spatial habitat suitability model for Posidonia oceanica in the Mediterranean

Bakirman T., GÜMÜŞAY M. Ü.
ENVIRONMENTAL MONITORING AND ASSESSMENT , vol.192, no.4, 2020 (SCI-Expanded) Sustainable Development identifier identifier identifier

A review of seagrass detection, mapping and monitoring applications using acoustic systems

Gümüşay M. Ü., Bakırman T., Tüney Kızılkaya İ., Aykut N. O.
European Journal of Remote Sensing , vol.52, pp.1-29, 2019 (SCI-Expanded) Sustainable Development identifier identifier

Open Source Library-based 3D Face Point Cloud Generation

Bayram B., Ozkan T., Reis H. C., Bakırman T., Cetin I., Şeker D. Z.
CHIANG MAI JOURNAL OF SCIENCE , vol.45, pp.1875-1887, 2018 (SCI-Expanded) identifier identifier

Comparison of low cost 3D structured light scanners for face modeling

Bakırman T., Gümüşay M. Ü., Reis H. C., Selbesoğlu M. O., Yosmaoglu S., Yaras M. C., et al.
Applied Optics , vol.56, pp.985-992, 2017 (SCI-Expanded) identifier identifier identifier

An assessment of site suitability for marina construction in Istanbul, Turkey, using GIS and AHP multicriteria decision analysis

Gümüşay M. Ü., Koseoglu G., Bakırman T.
ENVIRONMENTAL MONITORING AND ASSESSMENT , vol.188, 2016 (SCI-Expanded) Sustainable Development identifier identifier identifier
Articles Published in Other Journals

A benchmark dataset for deep learning-based airplane detection: HRPlanes

BAKİRMAN T., SERTEL E.
International Journal of Engineering and Geosciences , vol.8, no.3, pp.212-223, 2023 (ESCI) Creative Commons License identifier identifier identifier

Renewable energy potential within the scope of existing research stations in Antarctica and a preliminary study on the Turkish Research Base

YİĞİT Ş., İŞİLER M., BAKİRMAN T., SELBESOĞLU M. O.
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi , vol.12, no.2, pp.420-431, 2023 (Peer-Reviewed Journal) identifier

Classification of Skin Lesion Images with Deep Learning Approaches

Bayram B., Kulavuz B., Ertugrul B., BAYRAM B., BAKIRMAN T., ÇAKAR T., et al.
BALTIC JOURNAL OF MODERN COMPUTING , vol.10, no.2, pp.241-250, 2022 (ESCI) Creative Commons License Sustainable Development identifier identifier

Aktarımlı Öğrenme ile SENTINEL-2 Görüntülerinden Kıyı Çizgisi Bölütlemesi

Karagöl S., Bayram B., Erdem F., Bakırman T.
Aktarımlı Öğrenme ile SENTINEL-2 Görüntülerinden Kıyı Çizgisi Bölütlemesi , vol.3, no.1, pp.1-7, 2021 (Peer-Reviewed Journal) Sustainable Development

INTEGRATION OF CUSTOM STREET VIEW AND LOW COST MOTION SENSOR

Bakirman T., GÜMÜŞAY M. Ü.
INTERNATIONAL JOURNAL OF ENGINEERING AND GEOSCIENCES , vol.5, no.2, pp.66-72, 2020 (ESCI) Creative Commons License identifier

Assessment of Machine Learning Methods for Seagrass Classification in the Mediterranean

Bakirman T., Gumusay M. U.
BALTIC JOURNAL OF MODERN COMPUTING , vol.8, no.2, pp.315-326, 2020 (ESCI) Creative Commons License Sustainable Development identifier identifier

Yıldız Teknik Üniversitesi (YTÜ) Davutpaşa Kampüsü ÖSYM Salon Bilgi Sistemi

BAKIRMAN T., GÜMÜŞAY M. Ü.
hkm Jeodezi Jeoinformasyon Arazi Yönetimi , no.2011, pp.146-149, 2011 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences

Breast lesion detection from DCE-MRI using YOLOv7

KULAVUZ B., Cavusoglu M., BAYRAM B., BAKIRMAN T., Sahin S., Araz N., et al.
International Conference of Computational Methods in Sciences and Engineering 2022, ICCMSE 2022, Hybrid, Heraklion, Greece, 26 - 29 October 2022, vol.3030 Sustainable Development identifier

MONITORING OF GLACIERS ON HORSESHOE ISLAND, ANTARCTICA BASED ON A DEEP LEARNING APPROACH FROM HIGH-RESOLUTION ORTHOPHOTOS (TAE-6 & TAE-7)

Selbesoğlu M. O., BAKIRMAN T., KARABULUT M. F., Günaydın E., Vassilev O., Oktar Ö., et al.
8th International Conference on GeoInformation Advances, GeoAdvances 2024, İstanbul, Turkey, 11 - 12 January 2024, vol.48, pp.321-327 Creative Commons License identifier

ENHANCEMENT OF UNDERWATER IMAGES WITH ARTIFICIAL INTELLIGENCE

Ertan Z., Korkut B., Gördük G., KULAVUZ B., BAKIRMAN T., BAYRAM B.
8th International Conference on GeoInformation Advances, GeoAdvances 2024, İstanbul, Turkey, 11 - 12 January 2024, vol.48, pp.149-156 Creative Commons License identifier

FOREST SEMANTIC SEGMENTATION BASED ON DEEP LEARNING USING SENTINEL-2 IMAGES

Hızal C., Gülsu G., Akgün H., KULAVUZ B., BAKIRMAN T., Aydın A., et al.
8th International Conference on GeoInformation Advances, GeoAdvances 2024, İstanbul, Turkey, 11 - 12 January 2024, vol.48, pp.229-236 Creative Commons License Sustainable Development identifier

SMARTPOL AUTONOMOUS NETWORK SYSTEM WITH SPECIALIZED AND INTEGRATED MULTISENSOR TECHNOLOGY FOR DYNAMIC MONITORING OF MARINE POLLUTION

VARDAR N., BAYRAM B., ŞENER B., BAKIRMAN T., ARIKAN ÖZDEN Y., Genç N., et al.
JPI OCEANS MarTERA Project Meeting, Bruksel, Belgium, 22 November 2023, (Summary Text) Sustainable Development

AÇIK MADEN SAHA SINIRLARININ PİKSEL TABANLI VE NESNE TABANLI SINIFLANDIRMA TEKNİKLERİ İLE ÇIKARIMI

İNCEKARA A. H., DELEN A., BAKIRMAN T., BAYRAM B., ŞEKER D. Z.
VII. Uzaktan Algılama-CBS Sempozyumu (UZAL-CBS 2018), 18-21 Eylül 2018, Eskişehir, Eskişehir, Turkey, 18 - 21 September 2018

LONG-TERM MONITORING OF WETLANDS VIA REMOTE SENSING AND GIS: A CASE STUDY FROM TURKEY

MUSAOĞLU N., Tanık A., GÜMÜŞAY M. Ü., Dervişoğlu A., BİLGİLİOĞLU B., YAĞMUR N., et al.
2nd International Conference on Climate Change 2018, Colombo, Sri Lanka, 15 - 16 February 2018, vol.2 Sustainable Development

Benthic Habitat Mapping with Multi Beam Echo Sounder System

Gümüşay M. Ü., Bakırman T., Tüney Kızılkaya İ., Aykut N. O.
INTERNATIONAL ECOLOGY 2018 SYMPOSIUM, Kastamonu, Turkey, 19 - 23 June 2018, pp.434

Data reduction for indoor modelling of historical buildingby using terrestrial laser scanning technique

BAYRAM B., ŞEKER D. Z., BAKIRMAN T., SELBESOĞLU M. O., ÇATAL REİS H., ESKİÇIRAK D., et al.
Sixth International Conferenceon Environmental Management, Engineering, Planning Economics, Selanik, 25 - 30 June 2017, pp.437-438 Creative Commons License

Monitoring the Effect of an Impoundment Built for Rehabilitation of Akgol Wetland- Turkey

Dervişoğlu A., Musaoğlu N., Tanık A., Şenol A., Gümüşay M. Ü., Bakırman T.
2nd International Conference on Civil and Environmental Engineering, Nevşehir, Turkey, 08 May 2017, pp.601-610, (Full Text) Sustainable Development

DEFORMATION MEASUREMENT USING TERRESTRIAL LASER SCANNER FOR CULTURAL HERITAGE

SELBESOĞLU M. O., BAKIRMAN T., GOKBAYRAK O.
3rd International GeoAdvances Workshop / ISPRS Workshop on Multi-dimensional and Multi-Scale Spatial Data Modeling, İstanbul, Turkey, 16 - 17 October 2016, pp.89-93 Creative Commons License Sustainable Development identifier identifier

DESIGNING AND MODELLING COAST MANAGEMENT GIS FOR BOSPHORUS

Gumusay M. Ü., Ozdemir O., Bakirman T.
23rd Congress of the International-Society-for-Photogrammetry-and-Remote-Sensing (ISPRS), Prague, Czech Republic, 12 - 19 July 2016, vol.41, pp.215-220, (Full Text) Creative Commons License Sustainable Development identifier identifier

MAPPING OF THE SEAGRASS COVER ALONG THE MEDITERRANEAN COAST OF TURKEY USING LANDSAT 8 OLI IMAGES

Bakirman T., Gumusay M. U., Tuney I.
23rd Congress of the International-Society-for-Photogrammetry-and-Remote-Sensing (ISPRS), Prague, Czech Republic, 12 - 19 July 2016, vol.41, pp.1103-1105, (Full Text) Creative Commons License Sustainable Development identifier identifier

Farklı Yöntemlerle Sınıflandırılmış Uydu Görüntülerinin Benzerlik Karşılaştırması

BAKIRMAN T.
5. Uzaktan Algılama-CBS Sempozyumu, İstanbul, Turkey, 14 October 2014, (Full Text)

Sentetik Açıklık Radar ve Multispektral Uydu Verilerinin Kaynaştırılması ve Sınıflandırılması

BAKIRMAN T., BİLGİN G., BALIK ŞANLI F., USLU E., ÜSTÜNER M.
IEEE 22. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Trabzon, Turkey, 23 - 25 May 2014

Fusion and Classification of Synthetic Aparture Radar and Multispectral Sattellite Data

BAKIRMAN T., BİLGİN G., Sanli F. B., USLU E., ÜSTÜNER M.
22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.754-757 identifier identifier

Edremit Körfezi Kıyı Bilgi Sistemi

Akdeniz Y., BAKIRMAN T., GÜMÜŞAY M. Ü.
CBS Kongresi 2013, Ankara, Turkey, 11 November 2013, pp.1-7

VISUAL TOUR BASED ON PANAROMIC IMAGES FOR INDOOR PLACES IN CAMPUS

Bakirman T.
22nd Congress of the International-Society-for-Photogrammetry-and-Remote-Sensing, Melbourne, Australia, 25 August - 01 September 2012, pp.97-99 identifier identifier
Metrics

Publication

43

Citation (WoS)

105

H-Index (WoS)

6

Citation (Scopus)

289

H-Index (Scopus)

8

Citation (Scholar)

124

H-Index (Scholar)

2

Project

16

Open Access

37
UN Sustainable Development Goals