Prof. Dr. G&#246;khan BİLGİN

NEURAL COMPUTING & APPLICATIONS , cilt.32, ss.6809-6819, 2020 (SCI-Expanded)

Semisupervised Hyperspectral Image Classification Using Deep Features

Aydemir M. S., Bilgin G.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING , cilt.12, ss.3615-3622, 2019 (SCI-Expanded)

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

NEUROCOMPUTING , cilt.334, ss.100-113, 2019 (SCI-Expanded)

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

Albayrak A., Bilgin G.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , cilt.57, sa.3, ss.653-665, 2019 (SCI-Expanded) Sürdürülebilir Kalkınma

Multiple-instance ensemble learning for hyperspectral images

JOURNAL OF APPLIED REMOTE SENSING , cilt.11, 2017 (SCI-Expanded)

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

Hatipoglu N., Bilgin G.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , cilt.55, ss.1829-1848, 2017 (SCI-Expanded) Sürdürülebilir Kalkınma

Semisupervised Hyperspectral Image Classification Using Small Sample Sizes

AYDEMİR M. S., BİLGİN G.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS , cilt.14, sa.5, ss.621-625, 2017 (SCI-Expanded)

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

Izmirlioglu E., Atas A. E., BİLGİN G.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.24, sa.6, ss.4824-4838, 2016 (SCI-Expanded)

Kernel Fukunaga-Koontz Transform Subspaces for Classification of Hyperspectral Images With Small Sample Sizes

Binol H., BİLGİN G., Dinc S., Bal A.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS , cilt.12, sa.6, ss.1287-1291, 2015 (SCI-Expanded)

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

Abdikan S., BİLGİN G., Sanli F. B., USLU E., ÜSTÜNER M.

JOURNAL OF APPLIED REMOTE SENSING , cilt.9, 2015 (SCI-Expanded)

Segmentation of Hyperspectral Images via Subtractive Clustering and Cluster Validation Using One-Class Support Vector Machines

BİLGİN G., ERTÜRK S., YILDIRIM T.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING , cilt.49, sa.8, ss.2936-2944, 2011 (SCI-Expanded)

Computerized Classification of Intraductal Breast Lesions Using Histopathological Images

Dundar M. M., Badve S., Bilgin G., Raykar V., Jain R., Sertel O., et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING , cilt.58, sa.7, ss.1977-1984, 2011 (SCI-Expanded)

Unsupervised Classification of Hyperspectral-Image Data Using Fuzzy Approaches That Spatially Exploit Membership Relations

Bilgin G., ERTÜRK S., Yildirim T.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS , cilt.5, sa.4, ss.673-677, 2008 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler

Classification of Breast Cancer Images Using Ensembles of Transfer Learning

Güzel K., Bilgin G.

Sakarya University Journal of Science , cilt.24, sa.5, ss.791-802, 2020 (Hakemli Dergi)

Hafif Gradyan Artırma Makineleri ile Tarımsal Ürünlerin Sınıflandırılması

Üstüner M., Abdikan S., Bilgin G., Balık Şanlı F.

Turkish Journal of Remote Sensing and GIS , cilt.1, sa.2, ss.97-105, 2020 (Hakemli Dergi)

Scattering Wavelet Hash Fingerprints for Musical Audio Recognition

Kanalıcı E., Bilgin G.

International Journal of Innovative Technology and Exploring Engineering , cilt.8, ss.1011-1015, 2019 (Hakemli Dergi)

Serviks Kanserinin Erken Teşhisi için Çok Katmanlı Sitoloji Küplerinde Çekirdek ve Sitoplazma Bölütlenmesi

Melek C. G., Bilgin G.

Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.22, sa.2, ss.727-735, 2018 (Hakemli Dergi) Sürdürülebilir Kalkınma

Sleep stage classification via ensemble and conventional machine learning methods using single channel EEG signals

Ilhan H. O., Bilgin G.

International Journal of Intelligent Systems and Applications in Engineering , cilt.5, sa.4, ss.174-184, 2017 (Hakemli Dergi)

Sleep Apnea Detection Using Adaptive Neuro Fuzzy Inference System

Avci C., Bilgin G.

Engineering , cilt.5, ss.259-263, 2013 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Classification of Breast Cancer Subtypes Using Deep Learning Methods Göğüs Kanseri Alt Türlerinin Derin Öğrenme Yöntemleri Kullanılarak Sınıflandırılması

32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Türkiye, 15 - 18 Mayıs 2024

Examining the Effect of Color Spaces on Histopathological Image Segmentation with the SHAP Explainable AI Method Renk Uzaylarının Histopatolojik Görüntü Bölütlemeye Etkisinin SHAP Açıklanabilir Yapay Zeka Yöntemiyle Incelenmesi

32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Türkiye, 15 - 18 Mayıs 2024

Deep Learning Approach to Improve Breast Cancer Classification for Screening Mammography Tarama Mamografisinde Meme Kanseri Sınıflandırmasını İyileştirmeye Yönelik Derin Öğrenme Yaklaşımı

Faraji F., BİLGİN G.

32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Türkiye, 15 - 18 Mayıs 2024 Sürdürülebilir Kalkınma

Segmentation, Detection and Tracking of Video Objects for Interactive Video Editing Application

Koyuncuoğlu K., Erdemli A., Incedal H. I., BİLGİN G.

International Conference on Computer Science and Engineering (UBMK), Burdur, Türkiye, 13 Eylül 2023, cilt.1, ss.399-402

Hyperspectral Images Classification with Deep Bayesian Neural Networks

Qadir M. S., BİLGİN G.

International Conference on Computer Science, Machine Learning and Big Data, İstanbul, Türkiye, 05 Mart 2023, cilt.1, ss.20-28

SARS-CoV-2 Detection Using Chest X-Ray Images with Deep Learning Methods

AYDOGAN E., GENC A., BİLGİN G.

IEEE Tıp Teknolojileri Kongresi (TIPTEKNO’22), Antalya, Türkiye, 31 Ekim - 02 Kasım 2022, ss.1-4

Graph Neural Networks for Colorectal Histopathological Image Classification

TEPE E., BİLGİN G.

IEEE Tıp Teknolojileri Kongresi (TIPTEKNO’22), Antalya, Türkiye, 31 Ekim - 02 Kasım 2022, ss.1-4

Comprehensive Analysis of Deep Learning Methods on Gender Identification Using Speech Signals

ÖZDEMİR Ö., BİLGİN G.

IEEE Innovations in Intelligent Systems and Applications Conference (ASYU'22), Antalya, Türkiye, 07 Eylül 2022, ss.1-6

Deep Transfer Learning Methods for Classification Colorectal Cancer Based on Histology Images

Alhanaf A. S., Al–jumaili S., BİLGİN G., DURU A. D., Alyassri S., BALIK H. H.

2022 International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Türkiye, 20 Ekim 2022 Sürdürülebilir Kalkınma

Classification of Breast Cancer Histopathological Images with Deep Transfer Learning Methods

TEZCAN C. E., KİRAS B., BİLGİN G.

IEEE 30th Signal Processing and Communications Applications Conference (SIU'22), Safranbolu, Türkiye, 15 - 18 Mayıs 2022, ss.1-4

Classification of Tissue Types in Histology Images Using Graph Convolutional Networks

TEPE E., BİLGİN G.

IEEE 10th International Symposium on Digital Forensics and Security, ISDFS'22, İstanbul, Türkiye, 06 Haziran 2022, ss.1-3

Classification of Breast Cancer Images by Transfer Learning Approach Using Different Patching Sizes

CELİK E., BİLGİN G.

2021 Medical Technologies Congress (TIPTEKNO'21), Antalya, Türkiye, 4 - 06 Kasım 2021, cilt.1, ss.1-4 Sürdürülebilir Kalkınma

Semantic Segmentation of Histopathological Images with Fully and Dilated Convolutional Networks

TURHAN H., BİLGİN G.

2021 Medical Technologies Congress (TIPTEKNO'21), Antalya, Türkiye, 4 - 06 Kasım 2021, cilt.1, ss.1-4

Classification of Histopathological Images by Spatial Feature Extraction and Morphological Methods

TEZCAN C. E., KIRAS B., BİLGİN G.

2021 Medical Technologies Congress (TIPTEKNO'21), Antalya, Türkiye, 04 Kasım 2021, cilt.1, ss.1-4

Segmentation of Nucleus in Histopathological Images Using Deep Learning Architectures

AYAZ O., USTA H., BİLGİN G.

2021 Medical Technologies Congress (TIPTEKNO'21), Antalya, Türkiye, 04 Kasım 2021, cilt.1, ss.1-4

Histopathological Image Segmentation Using U-Net Based Models

HATIPOGLU N., BİLGİN G.

2021 Medical Technologies Congress (TIPTEKNO'21), Antalya, Türkiye, 4 - 06 Kasım 2021, cilt.1, ss.1-4

Auto-correlation for Predicting Neutral Emotion State on Speech Emotion Recognition

ÖZDEMİR Ö., BİLGİN G.

IEEE Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı (ASYU'21), Elazığ, Türkiye, 6 - 08 Ekim 2021, cilt.1, ss.1-5

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

SIĞIRCI İ. O., BİLGİN G., HAKAN Ö.

IEEE 29th Signal Processing and Communications Applications Conference (SIU'21), İstanbul, Türkiye, 9 - 11 Haziran 2021, cilt.1, ss.1-4

Feature Extraction with Bidirectional Encoder Representations from Transformers in Hyperspectral Images

2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Türkiye, 5 - 07 Ekim 2020, ss.1-4

Classiﬁcation of Breast Cancer Histopathology Images by Cell-Centered Deep Learning Approach

EĞRİBOZ E., GÖKÇEN B., BİLGİN G.

2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Türkiye, 5 - 07 Ekim 2020, ss.1-4 Sürdürülebilir Kalkınma

Speaker Diarization using Embedding Vectors

Toruk M. M., Bilgin G., Serbes A.

2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Türkiye, 5 - 07 Ekim 2020, ss.1-4

Cell Segmentation in Triple-Negative Breast Cancer Histopathological Images Using U-Net Architecture

BAĞDİKEN M. E., BİLGİN G.

2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Türkiye, 5 - 07 Ekim 2020, ss.1-4 Sürdürülebilir Kalkınma

Comparison of Variational Mode Decomposition and Empirical Mode Decomposition Features for Cell Segmentation in Histopathological Images

ÇETİNDAĞ S. C., GURAN K., BİLGİN G.

2020 Medical Technologies Congress (TIPTEKNO), Antalya, Türkiye, 19 - 20 Kasım 2020, ss.1-4

Classification of Malignant Lymphoma Types Using Convolutional Neural Network

HATİPOĞLU N., BİLGİN G.

2020 Medical Technologies Congress (TIPTEKNO), Antalya, Türkiye, 19 - 20 Kasım 2020, ss.1-4

Transfer Learning Methods for Using Textural Features in Histopathological Image Classification

2020 Medical Technologies Congress (TIPTEKNO), Antalya, Türkiye, 19 - 20 Kasım 2020, ss.1-4

À Trous Dalgacık Dönüşümü Tabanlı Hiperspektral Görüntü Sınıflandırma

Genç F. Z., Bilgin G.

IEEE Innovations in Intelligent Systems and Applications Conference (ASYU 2020), İstanbul, Türkiye, 15 - 17 Ekim 2020, ss.1-4

Visual Saliency Aided SAR and Optical Image Matching

ÇITAK E., BİLGİN G.

IEEE Innovations in Intelligent Systems and Applications Conference (ASYU 2019), İzmir, Türkiye, 31 Ekim - 02 Kasım 2019, ss.1-5

Speech Segmentation and Speaker Diarization using Time-Delay Neural Network

TORUK M., SERBES A., BİLGİN G.

IEEE Innovations in Intelligent Systems and Applications Conference (ASYU 2019), İzmir, Türkiye, 31 Ekim - 02 Kasım 2019, ss.1-5

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

GUZEL K., BİLGİN G.

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Türkiye, 3 - 05 Ekim 2019, ss.1-4 Sürdürülebilir Kalkınma

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

BAGDIKEN M. E., BİLGİN G.

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Türkiye, 3 - 05 Ekim 2019, ss.1-4 Sürdürülebilir Kalkınma

Classification of Cell Types on Histopathological Images Using Local Binary Patterns

OZER H. S., DEMIR C., BİLGİN G.

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Türkiye, 3 - 05 Ekim 2019, ss.1-4

Mitosis Detection in Multispectral Histopathological Images with Deep Learning

HAZRATOV S., BİLGİN G.

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Türkiye, 3 - 05 Ekim 2019, ss.1-4

Cell Segmentation Using Multiple Instance Learning Based Support Vector Machines

KAYA S., BİLGİN G.

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Türkiye, 3 - 05 Ekim 2019, ss.1-4

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

ARAFAL N., BAYRAMOGLU O. Z., BİLGİN G.

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Türkiye, 3 - 05 Ekim 2019, ss.1-4

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

ÜSTÜNER M., BALIK ŞANLI F., ABDİKAN S., GÖKSEL Ç., BİLGİN G.

IEEE 8th International Conference on Agro-Geoinformatics (Agro-Geoinformatics 2019), Istanbul, Turkey, Türkiye, 16 - 19 Temmuz 2019, ss.1-4

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

Abed Alah R. S., BİLGİN G.

IEEE 27th Signal Processing and Communications Applications Conference (SIU 2019), Sivas, Türkiye, 24 - 26 Nisan 2019, ss.1-4

Music Genre Classification via Sequential Wavelet Scattering Feature Learning

KANALICI E., BİLGİN G.

The 12th International Conference on Knowledge Science, Engineering and Management (KSEM 2019), Athens, Yunanistan, 28 - 30 Ağustos 2019, cilt.11776, ss.365-372

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

JAMAL S. B., BİLGİN G.

IEEE 42nd International Conference on Telecommunications and Signal Processing (TSP 2019), Budapest, Macaristan, 1 - 03 Temmuz 2019, ss.71-75

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

IEEE Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT 2019 ), İstanbul, Türkiye, 24 - 26 Nisan 2019, ss.1-5

Textural feature extraction and multiple instance learning for cell segmantation in histopathological images

KAYA S., BİLGİN G.

IEEE Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT 2019), İstanbul, Türkiye, 24 - 26 Nisan 2019, ss.1-6

Semantic nuclei segmentation with deep learning on breast pathology images

TURAN S., BİLGİN G.

IEEE Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT 2019), İstanbul, Türkiye, 24 - 26 Nisan 2019, cilt.1

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

Kanalici E., BİLGİN G.

Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis (ICGDA 2019), Prague, Çek Cumhuriyeti, 15 - 17 Mart 2019, ss.66-70

Automatic Nuclei Detection in Histopathological Images based on Convolutional Neural Networks

Abed Alah R. S., BİLGİN G., ALBAYRAK A.

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (Biosignals 2019), Prague, Çek Cumhuriyeti, 22 - 24 Şubat 2019, cilt.4, ss.193-200

Lenfoma Histopatolojik Görüntülerinin Uzamsal Özellik Tanımlayıcıları Temelinde Evrişimsel Yapay Sinir Ağı ile Sınıflandırılması

ARPACI S. A., BİLGİN G.

Elektrik, Elektronik ve Biyomedikal Mühendisliği Konferansı, ELECO’18, Bursa, Türkiye, 29 Kasım - 01 Aralık 2018, ss.1-5

Histopatolojik Görüntülerde Kodlayıcı-Çözücü Tabanlı Derin Öğrenme Algoritması ile Hücresel Yapıların Bölütlenmesi

IEEE Tıp Teknolojileri Kongresi, TipTekno’18, Gazi Magosa, Kıbrıs (Kktc), 8 - 10 Kasım 2018, ss.218-221

Histopatolojik Görüntülerde Kodlayıcı-Çözücü Tabanlı Derin Öğrenme Algoritması ile Hücresel Yapıların Bölütlenmesi; Segmentation of Cellular Structures with Encoder-Decoder Based Deep Learning Algorithm in Histopathological Images

GÜNDÜZ K., ALBAYRAK A., BİLGİN G., KARSLIGİL YAVUZ M. E.

IEEE Tıp Teknolojileri Kongresi TipTekno’18 - IEEE Medical Technologies Congress, Gazi Magosa, Kıbrıs (Kktc), 08 Kasım 2018, ss.218-221

An application of roll-invariant polarimetric features for crop classification from multi-temporal RADARSAT-2 SAR data

ÜSTÜNER M., Sanli F., Abdikan S., ESETLİLİ M. T., BİLGİN G.

2018 ISPRS Technical Commission I Midterm Symposium on Innovative Sensing - From Sensors to Methods and Applications, Karlsruhe, Almanya, 10 - 12 Ekim 2018, cilt.42, ss.451-456

A Hybrid Method of Superpixel Segmentation Algorithm and Deep Learning Method in Histopathological Image Segmentation

Albayrak A., BİLGİN G.

2018 IEEE International Conference on Innovations in Intelligent Systems and Applications, INISTA 2018, Thessaloniki, Yunanistan, 3 - 05 Temmuz 2018

Classification of tumor regions in histopathological images using convolutional neural networks

26th Signal Processing and Communications Applications Conference (SIU), Izmir, Turkey, Türkiye, 2 - 05 Mayıs 2018, ss.1-4

Textural feature extraction and ensemble of extreme learning machines for hyperspectral image classification Hiperspektral Görüntülerin Siniflanmasi için Dokusal Özellik Çikarimi ve Asiri Ögrenme Makinelerinin Toplulugu

Guzel K., BİLGİN G.

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2 - 05 Mayıs 2018, ss.1-4

Kernel extreme learning machines for PolSAR image classification using spatial features Uzamsal Öznitelikler Kullanilarak Çekirdek Tabanli ąsiri Öǧrenme Makineleri ile PolSAR Görüntüsü Siniflandirilmasi

GÖKDAĞ Ü., ÜSTÜNER M., BİLGİN G., BALIK ŞANLI F.

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2 - 05 Mayıs 2018, ss.1-4

Comparing the classification performances of supervised classifiers with balanced and imbalanced SAR data sets Eǧiticili Siniflandirma Yöntemlerinin Dengeli ve Dengesiz SAR Veri Kümelerindeki Bąsarimlarinin Kaŗsiląstirilmasi

ÜSTÜNER M., GÖKDAĞ Ü., BİLGİN G., BALIK ŞANLI F.

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2 - 05 Mayıs 2018, ss.1-4

Classification of hyperspectral images with multiple kernel extreme learning machine Hiperspektral Görüntülerin Çoklu Çekirdek ąsiri Öǧrenme Makinesi ile Siniflandirilmasi

Ergul U., BİLGİN G.

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2 - 05 Mayıs 2018, ss.1-4

Uzamsal Öznitelikler Kullanılarak Çekirdek Tabanlı Aşırı Öğrenme Makineleri ile PolSAR Görüntüsü Sınıflandırılması; Kernel Extreme Learning Machines for PolSAR Image Classification using Spatial Features

Gökdağ Ü., ÜSTÜNER M., BİLGİN G., BALIK ŞANLI F.

IEEE 26th Conf. on Signal Processing and Communications Applications, İzmir, Türkiye, 02 Mayıs 2018, ss.1-4 Sürdürülebilir Kalkınma

Eğiticili Sınıflandırma Yöntemlerinin Dengeli ve Dengesiz SAR Veri Kümelerindeki Başarımlarının Karşılaştırılması; Comparing the Classification Performances of Supervised Classifiers with Balanced and Imbalanced SAR Data Sets

ÜSTÜNER M., Gökdağ U., BİLGİN G., BALIK ŞANLI F.

IEEE 26th Conf. on Signal Processing and Communications Applications, İzmir, Türkiye, 02 Mayıs 2018, ss.1-4

Histopatolojik Görüntülerde Tümörlü Bölgelerin Evrişimsel Sinir Ağlarıyla Sınıflandırılması; Classification of Tumor Regions in Histopathological Images Using Convolutional Neural Networks

Gunduz K., ALBAYRAK A., BİLGİN G., KARSLIGİL YAVUZ M. E.

IEEE 26th Conf. on Signal Processing and Communications Applications, İzmir, Türkiye, 02 Mayıs 2018, ss.1-4

Face recognition using graph extreme learning machine with L21 norm regularization

Abd Shehab M., KAHRAMAN N., BİLGİN G.

10th International Conference on Electrical and Electronics Engineering (ELECO), 30 Kasım - 02 Aralık 2017

Hyperspectral Image Classification Using Reduced Extreme Learning Machine

SIĞIRCI İ. O., BİLGİN G.

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.372-375

Graph Extreme Learning Machine with L_21-norm Regularization for Face Recognition

Abd Shehab M., KAHRAMAN N., BİLGİN G.

10th International Conference on Electrical and Electronics Engineering, ELECO’17, Bursa, Türkiye, 30 Kasım - 02 Aralık 2017

Classification of Sentinel-1A SAR Data Using Principal Component Analysis and Kernel PrincipalComponent Analysis”

ÜSTÜNER M., BİLGİN G., BALIK ŞANLI F.

INTERNATIONAL SYMPOSIUM ON GIS APPLICATIONSIN GEOGRAPHY AND GEOSCIENCES, 18 Ekim - 21 Kasım 2017

Derin Ögrenme ve Sezgisel Optimizasyon ile Histopatolojik Görünülerde Çekirdek Merkezlerinin Bulunması

KOYUN O. C., BİLGİN G.

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17, İstanbul, Türkiye, 24 - 26 Kasım 2017

Histopatolojik Görüntülerde Gabor Filtresi Tabanlı Özniteliklerle Hücre Tespiti

BAGDIKEN M. E., BİLGİN G.

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17, İstanbul, Türkiye, 24 - 26 Kasım 2017

Histopatolojik Görüntülerde Hücre Sınıflandırılması için İstatistiksel-Uzamsal Yaklaşım

ERSEVEN M., BİLGİN G.

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17, İstanbul, Türkiye, 24 - 26 Kasım 2017

Histopatolojik Görüntülerde Hücre Sınıflandırılması için İstatistiksel-Uzamsal Yaklaşım; Statistical-Spatial Approach for Cell Classification in Histopathological Imagery10.1109/

Erseven M., Bilgin G.

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17 – 21st National Biomedical Engineering Conference, İstanbul, Türkiye, 24 Kasım 2017, ss.1-4

Derin Ögrenme ve Sezgisel Optimizasyon ile Histopatolojik Görünülerde Çekirdek Merkezlerinin Bulunması; Nuclei Detection in Histopathological Images with Deep Learning and Heuristic Optimization 10.1109/

Koyun O. C., BİLGİN G.

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17 – 21st National Biomedical Engineering Conference, İstanbul, Türkiye, 24 Kasım 2017, ss.1-4

Histopatolojik Görüntülerde Gabor Filtresi Tabanlı Özniteliklerle Hücre Tespiti; Cell Detection with Gabor Filter-Based Features in Histopathologic Images

Bagdiken M. E., BİLGİN G.

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17 – 21st National Biomedical Engineering Conference, İstanbul, Türkiye, 24 Kasım 2017, ss.1-4

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

Aydemir M. S., BİLGİN G.

5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2013, Florida, Amerika Birleşik Devletleri, 26 - 28 Haziran 2013

Multiscale local covariance based feature extraction for segmantation of hyperspectral images

Ergul U., BİLGİN G.

5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2013, Florida, Amerika Birleşik Devletleri, 26 - 28 Haziran 2013

Büyük Boyutlu Medikal Görüntülerin Evrişimsel Sinir Ağlarıyla Sınıflandırılması

5th National High Performance Computing Conference, İstanbul, Türkiye, 14 - 15 Eylül 2017

Büyük Boyutlu Medikal Görüntülerin Evrişimsel Sinir Ağlarıyla Sınıflandırılması; Classification of Large-Scale Medical Images with Convolutional Neural Networks