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Publications

Publications and doctoral research

Journal articles, conference papers and doctoral research in UAV navigation, remote sensing, computer vision and geospatial deep learning.

Journal articles

  1. Journal article

    Vision-based UAV Altitude Estimation using Deep Learning: A ResNet50 Approach on Nadir Images

    Ahmet Ertuğrul Arık

    Academic Platform Journal of Engineering and Smart Systems, 14(1), 46–54

    Publisher pageDOI

  2. Journal article

    Remote Sensing-Based Deep Learning Approach for Identifying Burned Forest Areas

    Reha PaşaoğluAhmet Ertuğrul ArıkNuri Emrahaoğlu

    Çukurova Üniversitesi Mühendislik Fakültesi Dergisi, 40(1), 33–48

    Publisher pageDOI

  3. Journal article

    Super Resolution Approach with Convolutional Autoencoder Neural Network for Sentinel-2 Satellite Imagery

    Ahmet Ertuğrul ArıkReha PaşaoğluNuri Emrahaoğlu

    Turkish Journal of Remote Sensing and GIS, 4(2), 231–241

    Publisher pageDOI

Conference papers

  1. Conference paper

    GNSS-Denied Navigation: Autoencoder-Based Deep Neural Network for UAV Localization

    Ahmet Ertuğrul Arık

    7th International Engineering and Technology Management Summit (ETMS 2025), p. 40

  2. Conference paper

    A Vision-Based Deep Learning Approach to UAV Altitude Estimation

    Ahmet Ertuğrul Arık

    7th International Engineering and Technology Management Summit (ETMS 2025), p. 7

  3. Conference paper

    Detection of Flooded Areas with Deep Learning Algorithms: The Case of New South Wales, Australia

    Ahmet Ertuğrul ArıkReha PaşaoğluNuri Emrahoğlu

    III International Academic Studies Congress (ASC-2022/Spring), full-text oral paper

  4. Conference paper

    Production of a Digital Elevation Model, Orthophoto Map and 3D Model Using Unmanned Aerial Vehicles: The Case of Osmaniye Korkut Ata University Karacaoğlan Campus

    Ahmet Ertuğrul ArıkReha Paşaoğlu

    III International Academic Studies Congress (ASC-2022/Spring), full-text oral paper

Thesis

  1. PhD thesis

    Location Detection of Unmanned Aerial Vehicles with Terrain-Based Navigation Using Autoencoder Deep Neural Network

    Ahmet Ertuğrul Arık

    Çukurova University, Institute of Natural and Applied Sciences

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Other

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