Tolga Bakırman

2025 · author #2 OPEN 3 citations

The Role of Ensemble Deep Learning for Building Extraction from VHR Imagery

International Journal of Engineering and Geosciences

2025 · author #2 2 citations

Exploring You Only Look Once v8 and v9 for efficient airplane detection in very high resolution remote sensing imagery

Engineering Applications of Artificial Intelligence

2025 · author #4 OPEN 2 citations

Deep Learning for Automated Sewer Defect Detection: Benchmarking YOLO and RT-DETR on the Istanbul Dataset

Applied Sciences

2025 · author #2 OPEN 1 citations

Temporal Dynamics of Lake Burdur's Water Surface Area: A Two-Decade Remote Sensing Analysis and Future Forecasts

Mersin Photogrammetry Journal

2025 · author #3 OPEN

Beyond dNBR: Exploring Alternative Satellite Indices for Post-Fire Damage Assessment in Turkish Forests

Mersin Photogrammetry Journal

2025 · author #3 OPEN

A COMPARATIVE STUDY OF DOUBLE-STEP DEEP LEARNING FRAMEWORK FOR BURNED AREA IDENTIFICATION AND SEVERITY ASSESSMENT IN WILDFIRES

Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi

2024 · author #5 OPEN 10 citations

ENHANCEMENT OF UNDERWATER IMAGES WITH ARTIFICIAL INTELLIGENCE

The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences

2024 · author #5 OPEN 7 citations

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

The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences

2024 · author #3 OPEN 5 citations

Stripe Error Correction for Landsat-7 Using Deep Learning

PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science

2024 · author #3 OPEN 3 citations

Deep Learning Based Panchromatic2RGB Image Generation from VHR Images

Mersin Photogrammetry Journal

2024 · author #4 2 citations

Breast lesion detection from DCE-MRI using YOLOv7

AIP conference proceedings

2024 · author #2 OPEN

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

The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences

2023 · author #1 OPEN 23 citations

YTU Publications (40)

The Role of Ensemble Deep Learning for Building Extraction from VHR Imagery

Exploring You Only Look Once v8 and v9 for efficient airplane detection in very high resolution remote sensing imagery

Deep Learning for Automated Sewer Defect Detection: Benchmarking YOLO and RT-DETR on the Istanbul Dataset

Temporal Dynamics of Lake Burdur's Water Surface Area: A Two-Decade Remote Sensing Analysis and Future Forecasts

Beyond dNBR: Exploring Alternative Satellite Indices for Post-Fire Damage Assessment in Turkish Forests

A COMPARATIVE STUDY OF DOUBLE-STEP DEEP LEARNING FRAMEWORK FOR BURNED AREA IDENTIFICATION AND SEVERITY ASSESSMENT IN WILDFIRES

ENHANCEMENT OF UNDERWATER IMAGES WITH ARTIFICIAL INTELLIGENCE

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

Stripe Error Correction for Landsat-7 Using Deep Learning

Deep Learning Based Panchromatic2RGB Image Generation from VHR Images

Breast lesion detection from DCE-MRI using YOLOv7

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

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

An Assessment of YOLO Architectures for Oil Tank Detection from SPOT Imagery

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

Use of Artificial Intelligence Toward Climate-neutral Cultural Heritage

Preserving human privacy in real estate listing applications by deep learning methods

Water-body Segmentation in Heterogeneous Hydrodynamic and Morphodynamic Structured Coastal Areas by Machine Learning

Classification of Skin Lesion Images with Deep Learning Approaches

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