Gokhan Bilgin

发表

Semi-supervised classification of hyperspectral images with small sample sizes

Muhammet Said Aydemir, Gokhan Bilgin, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Breast cancer mitosis detection in histopathological images with spatial feature extraction

Gokhan Bilgin, Abdulkadir Albayrak, G. Bilgin, 2013, Other Conferences.

Mitosis detection using convolutional neural network based features

Gokhan Bilgin, Abdulkadir Albayrak, G. Bilgin, 2016, 2016 IEEE 17th International Symposium on Computational Intelligence and Informatics (CINTI).

Combining Landsat and ALOS data for land cover mapping

Saygin Abdikan, Gokhan Bilgin, Mustafa Ustuner, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Kernel extreme learning machines for PolSAR image classification using spatial features

Gokhan Bilgin, Mustafa Ustuner, Fusun Balik Sanli, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

Statistical-Spatial Approach for Cell Classification in Histopathological Imagery

Gokhan Bilgin, Mustafa Erseven, 2017, 2017 21st National Biomedical Engineering Meeting (BIYOMUT).

Use of Spatial Information via Markov and Conditional Random Fields in Histopathological Images

Gokhan Bilgin, Sara Behjat Jamal, 2019, 2019 42nd International Conference on Telecommunications and Signal Processing (TSP).

Semisupervised Hyperspectral Image Classification Using Small Sample Sizes

Muhammet Said Aydemir, Gokhan Bilgin, 2017, IEEE Geoscience and Remote Sensing Letters.

Detection of mitotic cells using completed local binary pattern in histopathological images

Gokhan Bilgin, Abdulkadir Albayrak, Ibrahim Onur Sigirci, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

Semisupervised Hyperspectral Image Classification Using Deep Features

Gokhan Bilgin, M. Said Aydemir, 2019, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Superpixel approach in high resolution histopathological image segmentation

Gokhan Bilgin, Abdulkadir Albayrak, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Multiple-instance ensemble learning for hyperspectral images

Gokhan Bilgin, Ugur Ergul, 2017 .

Music Genre Classification via Sequential Wavelet Scattering Feature Learning

Gokhan Bilgin, Evren Kanalici, 2019, KSEM.

Hyperspectral image classification using spatial features extracted by fuzzy C-Means and Dirichlet Mixture Model

Gokhan Bilgin, Ibrahim Onur Sigirci, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

HCKBoost: Hybridized composite kernel boosting with extreme learning machines for hyperspectral image classification

Gokhan Bilgin, Ugur Ergul, 2019, Neurocomputing.

Nuclei Detection in Histopathological Images with Deep Learning and Heuristic Optimization

Gokhan Bilgin, Onur Can Koyun, G. Bilgin, 2017, 2017 21st National Biomedical Engineering Meeting (BIYOMUT).

One-class support vector machines based cluster validity in the segmentation of hyperspectral images

Gokhan Bilgin, Sarp Erturk, Tulay Yuldirim, 2009, 2009 IEEE 17th Signal Processing and Communications Applications Conference.

Multiscale local covariance based feature extraction for segmantation of hyperspectral images

Gokhan Bilgin, Ugur Ergul, G. Bilgin, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Textural Feature Extraction and Multiple Instance Learning for Cell Segmantation in Histopathological Images

Gokhan Bilgin, Soner Kaya, 2019, 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT).

Local averaging based feature extraction on hyperspectral image data

Gokhan Bilgin, Unsal Gokdag, 2016, 2016 IEEE 17th International Symposium on Computational Intelligence and Informatics (CINTI).

Classification of hyperspectral images with multiple kernel extreme learning machine

Gokhan Bilgin, Ugur Ergul, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

MCK-ELM: multiple composite kernel extreme learning machine for hyperspectral images

Gokhan Bilgin, Ugur Ergul, G. Bilgin, 2019, Neural Computing and Applications.

Automatic cell segmentation in histopathological images via two-staged superpixel-based algorithms

Gokhan Bilgin, Abdulkadir Albayrak, G. Bilgin, 2018, Medical & Biological Engineering & Computing.

Detection and Grading of Breast Cancer via Spatial Features in Histopathological Images

Gokhan Bilgin, M. Emin Bagdigen, G. Bilgin, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

Segmentation of histopathological images with Convolutional Neural Networks using Fourier features

Gokhan Bilgin, Nuh Hatipoglu, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

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

Erkan Uslu, Saygin Abdikan, Gokhan Bilgin, 2015 .

Combination of sparse and semi-supervised learning for classification of hyperspectral images

Gokhan Bilgin, M. Said Aydemir, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

Land use and cover classification of Sentinel-IA SAR imagery: A case study of Istanbul

Saygin Abdikan, Gokhan Bilgin, Mustafa Ustuner, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Multiple instance bagging approach for ensemble learning methods on hyperspectral images

Gokhan Bilgin, Ugur Ergul, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

Cell Segmentation Using Multiple Instance Learning Based Support Vector Machines

Gokhan Bilgin, Soner Kaya, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

Classification of Nuclei in Colon Cancer Images using Ensemble of Deep Learned Features

Gokhan Bilgin, Kadir Guzel, G. Bilgin, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

Hyperspectral image classification using fuzzy C-means based composite kernel approach

Gokhan Bilgin, Ibrahim Onur Sigirci, G. Bilgin, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Embolic Doppler ultrasound signal detection via fractional Fourier transform

Nizamettin Aydin, Gokhan Bilgin, Merve Gençer, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Pre-trained Classification of Hyperspectral Images Using Denoising Autoencoders and Joint Features

Gokhan Bilgin, Evren Kanalici, 2019, ICGDA 2019.

À Trous Wavelet Decomposition Based Hyperspectral Image Classification

Gokhan Bilgin, Fatih Z. Genç, 2020, 2020 Innovations in Intelligent Systems and Applications Conference (ASYU).

Mitosis detection on histopathological images using statistical detection algorithms

Gokhan Bilgin, Mustafa Ustuner, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

Multiple Instance bagging based ensemble classification of hyperspectral images

Gokhan Bilgin, Ugur Ergul, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Graph-based semi-supervised learning with GPU on small sample sized hyperspectral images

Muhammet Said Aydemir, Gokhan Bilgin, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Visual Saliency Aided SAR and Optical Image Matching

Gokhan Bilgin, Erol Citak, 2019, 2019 Innovations in Intelligent Systems and Applications Conference (ASYU).

Integration of spectral and spatial information via local covariance matrices for segmentation and classification of hyperspectral images

Gokhan Bilgin, Ugur Ergul, G. Bilgin, 2016 .

Cell segmentation in histopathological images with deep learning algorithms by utilizing spatial relationships

Gokhan Bilgin, Nuh Hatipoglu, G. Bilgin, 2017, Medical & Biological Engineering & Computing.

Segmentation of precursor lesions in cervical cancer using convolutional neural networks

B. Ugur Töreyin, Abdulkerim Çapar, Gokhan Bilgin, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Semi-supervised sparse representation classifier (S3RC) with deep features on small sample sized hyperspectral images

Muhammet Said Aydemir, Gokhan Bilgin, M. Said Aydemir, 2020, Neurocomputing.

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

Gokhan Bilgin, Ceyda Nur Ozturk, 2015, International Conference on Graphic and Image Processing.

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

Gokhan Bilgin, Ahmet Saygili, Gunalp Uysal, 2015, International Conference on Machine Vision.

Classification of Different Tissue Types in Histopathological Images with Conventional and Deep Learning Methods

Gokhan Bilgin, Nergis Arafal, Oyku Zeynep Bayramoglu, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

Speech Segmentation and Speaker Diarization using Time-Delay Neural Network

Gokhan Bilgin, Mesut Toruk, Ahmet Serbes, 2019, 2019 Innovations in Intelligent Systems and Applications Conference (ASYU).

Feature extraction for histopathological images using Convolutional Neural Network

Gokhan Bilgin, Nuh Hatipoglu, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Classification of Cell Types on Histopathological Images Using Local Binary Patterns

Gokhan Bilgin, Hatice Sumeyye Ozer, Ceyda Demir, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability pdf

B. Ugur Töreyin, Abdulkerim Çapar, Gokhan Bilgin, 2018, Medical & Biological Engineering & Computing.

Gerçek Zamanlı EKG İşaretlerinin Mobil Sistemde İzlenmesi

Gokhan Bilgin, Beyazıt Bestami Yüksel, Paşa Yazıcı, 2017 .

Classification of FTIR Spectra of Olive Oil with Features of Variational Mode Decomposition and Wavelet Transform

Gokhan Bilgin, Omer Faruk Karaaslan, 2019, 2019 27th Signal Processing and Communications Applications Conference (SIU).

A Booster Analysis of Extreme Gradient Boosting for Crop Classification using PolSAR Imagery

Saygin Abdikan, Gokhan Bilgin, Mustafa Ustuner, 2019, 2019 8th International Conference on Agro-Geoinformatics (Agro-Geoinformatics).

2D2PCA-based hyperspectral image classification with utilization of spatial information

Muhammet Said Aydemir, Gokhan Bilgin, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Effects of color spaces to the cell segmentation in histopathological images

Gokhan Bilgin, Abdulkadir Albayrak, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Mitosis Detection in Multispectral Histopathological Images with Deep Learning

Gokhan Bilgin, Sardor Hazratov, 2019, 2019 Medical Technologies Congress (TIPTEKNO).

Textural feature extraction and ensemble of extreme learning machines for hyperspectral image classification

Gokhan Bilgin, Kadir Guzel, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

Hyperspectral Image Classification Using Reduced Extreme Learning Machine

Gokhan Bilgin, Ibrahim Onur Sigirci, 2018, 2018 3rd International Conference on Computer Science and Engineering (UBMK).

Classification of tumor regions in histopathological images using convolutional neural networks

Gokhan Bilgin, M. Elif Karsligil, Abdulkadir Albayrak, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

Comparing the classification performances of supervised classifiers with balanced and imbalanced SAR data sets

Gokhan Bilgin, Mustafa Ustuner, Fusun Balik Sanli, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

Semantic Nuclei Segmentation with Deep Learning on Breast Pathology Images

Gokhan Bilgin, Sevcan Turan, 2019, 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT).

Sleep Stage Classification via Ensemble and Conventional Machine Learning Methods using Single Channel EEG Signals

Gokhan Bilgin, Hamza Osman Ilhan, G. Bilgin, 2017 .

Nuclei Classification in Histopathological Images via Local Phase Quantization and Convolutional Neural Network

Gokhan Bilgin, Roaa Safi Abed Alah, 2019, 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT).

Automatic Nuclei Detection in Histopathological Images based on Convolutional Neural Networks

Gokhan Bilgin, Abdulkadir Albayrak, Roaa Safi Abed Alah, 2019, BIOSIGNALS.

Segmentation of Cellular Structures with Encoder-Decoder Based Deep Learning Algorithm in Histopathological Images

Gokhan Bilgin, Abdulkadir Albayrak, 2018, 2018 Medical Technologies National Congress (TIPTEKNO).

Face recognition using graph extreme learning machine with Ln-norm regularization

Gokhan Bilgin, Nihan Kahraman, Mohanad Abd Shehab, 2017, 2017 10th International Conference on Electrical and Electronics Engineering (ELECO).

Comparison of Data-Driven and Morphological Features for Cell Segmentation in Histopathological Images

Gokhan Bilgin, Omer Faruk Karaaslan, 2021, 2021 29th Signal Processing and Communications Applications Conference (SIU).

Detection of mitotic cells in breast cancer histopathological images using deep versus handcrafted features

Gokhan Bilgin, Abdulkadir Albayrak, Ibrahim Onur Sigirci, 2021, Multimedia Tools and Applications.

SAR image classification post-processing with multiscale complementary Gaussian kernel weighting

Gokhan Bilgin, Unsal Gokdag, G. Bilgin, 2021, Signal, Image and Video Processing.

Sleep Apnea Detection Using Adaptive Neuro Fuzzy Inference System

Cafer Avci, Gokhan Bilgin, G. Bilgin, 2013 .