Ahmet Bahaddin Ersöz

E-mail

abersoz@metu.edu.tr

Department

Department of Civil Engineering

ORCID

0000-0001-6297-7501

Scopus Author ID

57197713464

Web of Science Researcher ID

ABA-1367-202

UAV-based automated earthwork progress monitoring using deep learning with image inpainting Ersöz, Ahmet Bahaddin; Pekcan, Onur (2025-07-01) Accurate monitoring of earthwork progress is crucial in construction due to its significant costs and potential delays. Traditional methods are labor-intensive and pose safety risks. Unmanned Aerial Vehicle (UAV) photogram...
AIDCON: An Aerial Image Dataset and Benchmark for Construction Machinery Ersöz, Ahmet Bahaddin; Pekcan, Onur; Akbaş, Emre (2024-09-01) Applying deep learning algorithms in the construction industry holds tremendous potential for enhancing site management, safety, and efficiency. The development of such algorithms necessitates a comprehensive and diverse i...
Utilizing digital technologies for rapid damage assessment and reconnaissance: the February 6, 2023 Kahramanmaraş-Türkiye earthquakes (Mw 7.7 and Mw 7.6) Ersöz, Ahmet Bahaddin; Pekcan, Onur; ALTUN, MURAT; Teke, Türker; Aydoğmuş, Özgür (2024-01-01) This paper presents a comprehensive overview of the rapid damage assessment and reconnaissance efforts following the devastating earthquakes on February 6, 2023, in Türkiye. It specifically focuses on implementing the Site...
Removal of Construction Machinery Occlusion using Image Segmentation and Inpainting for Automated Progress Tracking Ersöz, Ahmet Bahaddin; Pekcan, Onur (2024-01-01) This study introduces an innovative method for enhancing digital modeling accuracy in construction site monitoring by integrating UAV imaging with advanced machine learning and computer vision algorithms. It focuses on rem...
Enhancing Earthquake Damage Assessment and Response with Data Management and Visualization Ersöz, Ahmet Bahaddin; Altun, Murat; Teke, Türker; Aydoğmuş, Özgür; Aydoğan, Furkan; Karaali, Ediz; Kaya, Yunus Eren; Kılıç, Görkem; Özbilen, Muzasffer Ata; Pekcan, Onur (2023-11-06)
İnsansız Hava Araçları Kullanılarak İnşaat Projeleri İçin Otonom Hafriyat Takip Sistemi Ersöz, Ahmet Bahaddin; Pekcan, Onur (2022-05-12)
Lean Project Management using Unmanned Aerial Vehicles Ersöz, Ahmet Bahaddin; Pekcan, Onur; Tokdemir, Onur Behzat (2019-02-01) As the construction industry is one of the dominant contributors to the world’s total CO2 emissions and it has huge negative impacts on the environment, sustainable construction has become a key aspiration in the field. Th...
Lean project management using unmanned aerial vehicles Ersöz, Ahmet Bahaddin; Pekcan, Onur; Tokdemir, Onur Behzat (null; 2018-11-18) Development of a lean and automated progress tracking system is one of the most challenging subjects in the construction industry. Since the current methods depend on individual and manual inspections of the site, they may...
Application of Artificial Neural Networks onBuilding Energy Estimation Altun, Murat; Ersöz, Ahmet Bahaddin; Akçamete Güngör, Aslı; Pekcan, Onur (null; 2017-12-11) Abstract -The decision makers in the building design stage need to give more importance for energy efficient solutions to improve the performance the building in its operational phase. In practice, they are expected to gen...
Crack identification for rigid pavements using unmanned aerial vehicles Ersöz, Ahmet Bahaddin; Pekcan, Onur (2017-09-22) Pavement condition assessment is an essential piece of modern pavement management systems as rehabilitation strategies are planned based upon its outcomes. For proper evaluation of existing pavements, they must be continuo...

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