Gokhan Bilgin

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 48

Top Topics

Extreme Learning Machine

Convolutional Neural Networks

Top Venues

Medical Biol. Eng. Comput.

Publications

Omer Faruk Karaaslan, Gokhan Bilgin
Examining the Effect of Color Spaces on Histopathological Image Segmentation with the SHAP Explainable AI Method. SIU (2024)
Ergun Izmirlioglu, Ahmet Enes Atas, Gokhan Bilgin
Classification of Breast Cancer Subtypes Using Deep Learning Methods. SIU (2024)
Fatemah Faraji, Gokhan Bilgin
Deep Learning Approach to Improve Breast CancerClassification for Screening Mammography. SIU (2024)
Nurullah Çalik, Abdulkadir Albayrak, Asli Unlu Akhan, Ilknur Türkmen, Abdulkerim Çapar, Behcet Ugur Töreyin, Gokhan Bilgin, Bahar Muezzinoglu, Lutfiye Durak-Ata
Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Ibrahim Onur Sigirci, Abdulkadir Albayrak, Gokhan Bilgin
Detection of mitotic cells in breast cancer histopathological images using deep versus handcrafted features. Multim. Tools Appl. 81 (10) (2022)
Esra Tepe, Gokhan Bilgin
Classification of Tissue Types in Histology Images Using Graph Convolutional Networks. ISDFS (2022)
Ibrahim Onur Sigirci, Gokhan Bilgin
Spectral-Spatial Classification of Hyperspectral Images Using BERT-Based Methods With HyperSLIC Segment Embeddings. IEEE Access 10 (2022)
Cemal Efe Tezcan, Berk Kiras, Gokhan Bilgin
Classification of Breast Cancer Histopathological Images with Deep Transfer Learning Methods. SIU (2022)
Abdulkadir Albayrak, Asli Unlu Akhan, Nurullah Çalik, Abdulkerim Çapar, Gokhan Bilgin, Behcet Ugur Töreyin, Bahar Muezzinoglu, Ilknur Türkmen, Lutfiye Durak-Ata
A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability. Medical Biol. Eng. Comput. 59 (7) (2021)
Omer Faruk Karaaslan, Gokhan Bilgin
Comparison of Data-Driven and Morphological Features for Cell Segmentation in Histopathological Images. SIU (2021)
Unsal Gokdag, Gokhan Bilgin
SAR image classification post-processing with multiscale complementary Gaussian kernel weighting. Signal Image Video Process. 15 (7) (2021)
Ibrahim Onur Sigirci, Hakan Ozgur, Gokhan Bilgin
Feature Extraction with Bidirectional Encoder Representations from Transformers in Hyperspectral Images. SIU (2020)
Mesut Toruk, Gokhan Bilgin, Ahmet Serbes
Speaker Diarization using Embedding Vectors. SIU (2020)
Muhammet Said Aydemir, Gokhan Bilgin
) with deep features on small sample sized hyperspectral images. Neurocomputing 399 (2020)
Ugur Ergul, Gokhan Bilgin
MCK-ELM: multiple composite kernel extreme learning machine for hyperspectral images. Neural Comput. Appl. 32 (11) (2020)
Emre Egriboz, Berkay Gokcen, Gokhan Bilgin
Classification of Breast Cancer Histopathology Images by Cell-Centered Deep Learning Approach. SIU (2020)
Evren Kanalici, Gokhan Bilgin
Pre-trained Classification of Hyperspectral Images Using Denoising Autoencoders and Joint Features. ICGDA (2019)
Roaa Safi Abed Alah, Gokhan Bilgin, Abdulkadir Albayrak
Automatic Nuclei Detection in Histopathological Images based on Convolutional Neural Networks. BIOSIGNALS (2019)
Sara Behjat-Jamal, Gokhan Bilgin
Use of Spatial Information via Markov and Conditional Random Fields in Histopathological Images. TSP (2019)
Ugur Ergul, Gokhan Bilgin
HCKBoost: Hybridized composite kernel boosting with extreme learning machines for hyperspectral image classification. Neurocomputing 334 (2019)
Mustafa Ustuner, Fusun Balik Sanli, Saygin Abdikan, Gokhan Bilgin, Cigdem Goksel
A Booster Analysis of Extreme Gradient Boosting for Crop Classification using PolSAR Imagery. Agro-Geoinformatics (2019)
Omer Faruk Karaaslan, Gokhan Bilgin
Classification of FTIR Spectra of Olive Oil with Features of Variational Mode Decomposition and Wavelet Transform. SIU (2019)
Abdulkadir Albayrak, Gokhan Bilgin
Automatic cell segmentation in histopathological images via two-staged superpixel-based algorithms. Medical Biol. Eng. Comput. 57 (3) (2019)
Muhammet Said Aydemir, Gokhan Bilgin
Semisupervised Hyperspectral Image Classification Using Deep Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (9) (2019)
Evren Kanalici, Gokhan Bilgin
Music Genre Classification via Sequential Wavelet Scattering Feature Learning. KSEM (2) (2019)
Mustafa Ustuner, Unsal Gokdag, Gokhan Bilgin, Fusun Balik Sanli
Comparing the classification performances of supervised classifiers with balanced and imbalanced SAR data sets. SIU (2018)
Kadir Guzel, Gokhan Bilgin
Textural feature extraction and ensemble of extreme learning machines for hyperspectral image classification. SIU (2018)
Koray Gunduz, Abdulkadir Albayrak, Gokhan Bilgin, M. Elif Karsligil
Classification of tumor regions in histopathological images using convolutional neural networks. SIU (2018)
Unsal Gokdag, Mustafa Ustuner, Gokhan Bilgin, Fusun Balik Sanli
Kernel extreme learning machines for PolSAR image classification using spatial features. SIU (2018)
Abdulkadir Albayrak, Asli Unlu, Nurullah Çalik, Abdulkerim Çapar, Gokhan Bilgin, Behcet Ugur Töreyin, Bahar Muezzinoglu, Ilknur Türkmen, Lutfiye Durak-Ata
A Whole Slide Image Grading Benchmark and Tissue Classification for Cervical Cancer Precursor Lesions with Inter-Observer Variability. CoRR (2018)
Ugur Ergul, Gokhan Bilgin
Classification of hyperspectral images with multiple kernel extreme learning machine. SIU (2018)
Saygin Abdikan, Mustafa Ustuner, Fusun Balik Sanli, Gokhan Bilgin
Combining Landsat and ALOS data for land cover mapping. SIU (2017)
Abdulkadir Albayrak, Asli Unlu, Nurullah Çalik, Gokhan Bilgin, Ilknur Türkmen, Asli Çakir, Abdulkerim Çapar, Behcet Ugur Töreyin, Lutfiye Durak-Ata
Segmentation of precursor lesions in cervical cancer using convolutional neural networks. SIU (2017)
Abdulkadir Albayrak, Gokhan Bilgin
Superpixel approach in high resolution histopathological image segmentation. SIU (2017)
Muhammet Said Aydemir, Gokhan Bilgin
Graph-based semi-supervised learning with GPU on small sample sized hyperspectral images. SIU (2017)
Ibrahim Onur Sigirci, Gokhan Bilgin
Hyperspectral image classification using fuzzy C-means based composite kernel approach. SIU (2017)
Nuh Hatipoglu, Gokhan Bilgin
Cell segmentation in histopathological images with deep learning algorithms by utilizing spatial relationships. Medical Biol. Eng. Comput. 55 (10) (2017)
Mustafa Ustuner, Fusun Balik Sanli, Gokhan Bilgin, Saygin Abdikan
Land use and cover classification of Sentinel-IA SAR imagery: A case study of Istanbul. SIU (2017)
Abdulkadir Albayrak, Gokhan Bilgin
Effects of color spaces to the cell segmentation in histopathological images. SIU (2016)
Muhammet Said Aydemir, Gokhan Bilgin
Semi-supervised classification of hyperspectral images with small sample sizes. SIU (2016)
Ugur Ergul, Gokhan Bilgin
Multiple Instance bagging based ensemble classification of hyperspectral images. SIU (2016)
Ibrahim Onur Sigirci, Gokhan Bilgin
Hyperspectral image classification using spatial features extracted by fuzzy C-Means and Dirichlet Mixture Model. SIU (2016)
Nuh Hatipoglu, Gokhan Bilgin
Feature extraction for histopathological images using Convolutional Neural Network. SIU (2016)
Mustafa Ustuner, Gokhan Bilgin
Mitosis detection on histopathological images using statistical detection algorithms. SIU (2015)
Ahmet Saygili, Gunalp Uysal, Gokhan Bilgin
Comparative analysis of codeword representation by clustering methods for the classification of histological tissue types. ICMV (2015)
Ugur Ergul, Gokhan Bilgin
Multiple instance bagging approach for ensemble learning methods on hyperspectral images. SIU (2015)
Ibrahim Onur Sigirci, Abdulkadir Albayrak, Gokhan Bilgin
Detection of mitotic cells using completed local binary pattern in histopathological images. SIU (2015)
Nuh Hatipoglu, Gokhan Bilgin
Segmentation of histopathological images with Convolutional Neural Networks using Fourier features. SIU (2015)
Ugur Ergul, Gokhan Bilgin
Multiscale local covariance based feature extraction for segmantation of hyperspectral images. WHISPERS (2013)
Merve Gençer, Gokhan Bilgin, Nizamettin Aydin
Embolic Doppler ultrasound signal detection via fractional Fourier transform. EMBC (2013)
Muhammet Said Aydemir, Gokhan Bilgin
PCA-based hyperspectral image classification with utilization of spatial information. WHISPERS (2013)