M. Erdem Kabadayı

Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images

Elif Sertel, Burak Ekim, Paria Ettehadi Osgouei et al. · Remote Sensing · 2022 · 67 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24

Automatic Road Extraction from Historical Maps Using Deep Learning Techniques: A Regional Case Study of Turkey in a German World War II Map

Burak Ekim, Elif Sertel, M. Erdem Kabadayı · ISPRS International Journal of Geo-Information · 2021 · 43 citations · Full text

Cartography, Scanned Historical Maps, Image Analysis +14

Integrated usage of historical geospatial data and modern satellite images reveal long-term land use/cover changes in Bursa/Turkey, 1858–2020

Paria Ettehadi Osgouei, Elif Sertel, M. Erdem Kabadayı · Scientific Reports · 2022 · 39 citations · Full text

Automatic Detection of Road Types From the Third Military Mapping Survey of Austria-Hungary Historical Map Series With Deep Convolutional Neural Networks

Yekta Said Can, M. Erdem Kabadayı · IEEE Access · 2021 · 30 citations · Full text

Cartography, Image Classification, Machine Vision +15

Automatic CNN-Based Arabic Numeral Spotting and Handwritten Digit Recognition by Using Deep Transfer Learning in Ottoman Population Registers

Yekta Said Can, M. Erdem Kabadayı · Applied Sciences · 2020 · 23 citations · Full text

Engineering, Deep Transfer Learning, Arabic Orthography +20