Dr. Gokhan Bilgin Profile

Dr. Gokhan Bilgin

Assoc. Prof. Dr. at Yildiz Technical Univ

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Gokhan Bilgin received B.Sc., M.Sc., and Ph.D. degrees in Electronics and Telecommunication engineering from Yildiz Technical University (YTU), Istanbul, Turkey, in 1999, 2003, and 2009,respectively. He worked as post-doctorate researcher at Computer Aided Diagnosis and Knowledge Discovery Laboratuary (CADKD) of the Department of Computer and Information Science in Indiana University–Purdue University Indianapolis (IUPUI). He is currently working as Associate Professor in Department of Computer Engineering at Yildiz Technical University.His research interests are in the areas of image and signal processing, machine learning, and pattern recognition with applications to biomedical engineering and remote sensing. He is the founder of Signal and Image Processing Laboratuary (SIMPLAB) in Department of Computer Engineering at Yildiz Technical University.

Publications (5)

SPIE Journal Paper | 29 November 2017

Multiple-instance ensemble learning for hyperspectral images

Ugur Ergul, Gokhan Bilgin

JARS, Vol. 11, Issue 04, 045009, (November 2017) https://doi.org/10.1117/12.10.1117/1.JRS.11.045009

KEYWORDS: Hyperspectral imaging, Image classification, Machine learning, Binary data, Image processing, Remote sensing, Data modeling, Data acquisition, Spectroscopy, Metals

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Proceedings Article | 8 December 2015 Paper

Comparative analysis of codeword representation by clustering methods for the classification of histological tissue types

Ahmet Saygili, Gunalp Uysal, Gokhan Bilgin

Proceedings Volume 9875, 98750U (2015) https://doi.org/10.1117/12.2228526

KEYWORDS: Tissues, Image classification, Feature extraction, Image segmentation, Nerve, Image processing, Connective tissue, Visualization

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SPIE Journal Paper | 8 May 2015 Open Access

Enhancing land use classification with fusing dual-polarized TerraSAR-X and multispectral RapidEye data

Saygin Abdikan, Gokhan Bilgin, Fusun Balik Sanli, Erkan Uslu, Mustafa Ustuner

JARS, Vol. 9, Issue 01, 096054, (May 2015) https://doi.org/10.1117/12.10.1117/1.JRS.9.096054

KEYWORDS: Image fusion, Synthetic aperture radar, Image classification, Data fusion, Image quality, Polarization, Statistical analysis, Agriculture, Image processing, Polarimetry

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Proceedings Article | 4 March 2015 Paper

A comparative study on manifold learning of hyperspectral data for land cover classification

Ceyda Nur Ozturk, Gokhan Bilgin

Proceedings Volume 9443, 94431L (2015) https://doi.org/10.1117/12.2178817

KEYWORDS: Hyperspectral imaging, Data modeling, Feature extraction, Image classification, Remote sensing, Associative arrays, Image processing, Principal component analysis, Classification systems, Neural networks

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Proceedings Article | 24 December 2013 Paper

Breast cancer mitosis detection in histopathological images with spatial feature extraction

Abdülkadir Albayrak, Gökhan Bilgin

Proceedings Volume 9067, 90670L (2013) https://doi.org/10.1117/12.2050050

KEYWORDS: Image segmentation, Feature extraction, RGB color model, Breast cancer, Matrices, Image resolution, Image analysis, Scanners, Image processing algorithms and systems, Digital imaging

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