Publications

Articles

An Automatic Approach for Bone Tumor Detection from Non-Standard CT Images Un enfoque automático para la detección de tumores óseos a partir de imágenes de CT no estándar

Reis H. C., BAYRAM B.
Ingenieria e Investigacion, vol.43, no.3, 2023 (SCI-Expanded, Scopus)

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

Varul Y. E., Adıyaman H., Bakırman T., Bayram B., Alkan E., Karaca S. Z., et al.
Mersin Photogrammetry Journal, vol.5, no.1, pp.10-17, 2023 (Scopus)

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, Scopus) Sustainable Development

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

Bakırman T.
International Journal of Environment and Geoinformatics, vol.10, pp.100-110, 2023 (TRDizin)

Performance evaluation of shallow and deep CNN architectures on building segmentation from high-resolution images

Sarıtürk B., Şeker D. Z., Öztürk O., BAYRAM B.
EARTH SCIENCE INFORMATICS, vol.15, no.3, pp.1801-1823, 2022 (SCI-Expanded, Scopus)

A comprehensive review on deep learning based remote sensing image super-resolution methods

Wang P., BAYRAM B., Sertel E.
EARTH-SCIENCE REVIEWS, vol.232, 2022 (SCI-Expanded, Scopus)

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, Scopus) Sustainable Development

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, Scopus) Sustainable Development

The Analysis on the Annual Change of Digital Aerial Camera's IMUs Boresight Misalignment

Kayi A., BAYRAM B., Şeker D. Z.
PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, vol.87, no.11, pp.801-806, 2021 (SCI-Expanded, Scopus)

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, Scopus) Sustainable Development

Super-resolution of remotely sensed data using channel attention based deep learning approach

Wang P., Bayram B., Sertel E.
INTERNATIONAL JOURNAL OF REMOTE SENSING, vol.42, no.16, pp.6050-6067, 2021 (SCI-Expanded, Scopus)

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, Scopus) Sustainable Development

FEATURE EXTRACTION FROM SATELLITE IMAGES USING SEGNET AND FULLY CONVOLUTIONAL NETWORKS (FCN)

Sarıtürk B., BAYRAM B., Duran Z., Şeker D. Z.
INTERNATIONAL JOURNAL OF ENGINEERING AND GEOSCIENCES, vol.5, no.3, pp.138-143, 2020 (ESCI, TRDizin)

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, AHCI, Scopus)

Comparison of two plain radiographic and 3D-based measurement methods for posterior malleolar fragment size in trimalleol ankle fractures

Altun G., Reis H. Ç., Bayram B., Saka G.
Archives of Clinical and Experimental Medicine, no.5, pp.11-15, 2020 (TRDizin)

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, Scopus) Sustainable Development

Advanced Lake Shoreline Extraction Approach by Integration of SAR Image and LIDAR Data

DEMİR N., BAYRAM B., Şeker D. Z., Oy S., İnce A., Bozkurt S.
MARINE GEODESY, vol.42, no.2, pp.166-185, 2019 (SCI-Expanded, Scopus)

Tree Species Extraction and Land Use/Cover Classification From High-Resolution Digital Orthophoto Maps

Jamıl A., Bayram B.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, vol.11, pp.89-94, 2018 (SCI-Expanded, Scopus) Sustainable Development

Papers Published in Refereed Scientific Meetings

Mapping Hazelnut Trees from high resolution digital orthophoto maps: A Comparative analysis of an object-based and pixel- based approach

Jamil A., BAYRAM B., SEKER D. Z.
MESAEP, 19th International Symposium on Environmental Pollution and its Impact on Life in the Mediterranean Region, Rome, Italy, 03 October 2017, pp.81, (Summary Text)

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, (Full Text)

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, (Full Text) Sustainable Development