Gökhan Bilgin
Orcid: 0000-0002-5532-477X
According to our database1,
Gökhan Bilgin
authored at least 74 papers
between 2006 and 2024.
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Bibliography
2024
Examining the Effect of Color Spaces on Histopathological Image Segmentation with the SHAP Explainable AI Method.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024
Deep Learning Approach to Improve Breast CancerClassification for Screening Mammography.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024
2023
Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features.
IEEE J. Biomed. Health Informatics, April, 2023
2022
Detection of mitotic cells in breast cancer histopathological images using deep versus handcrafted features.
Multim. Tools Appl., 2022
Spectral-Spatial Classification of Hyperspectral Images Using BERT-Based Methods With HyperSLIC Segment Embeddings.
IEEE Access, 2022
Classification of Breast Cancer Histopathological Images with Deep Transfer Learning Methods.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022
Classification of Tissue Types in Histology Images Using Graph Convolutional Networks.
Proceedings of the 10th International Symposium on Digital Forensics and Security, 2022
2021
SAR image classification post-processing with multiscale complementary Gaussian kernel weighting.
Signal Image Video Process., 2021
A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability.
Medical Biol. Eng. Comput., 2021
Comparison of Data-Driven and Morphological Features for Cell Segmentation in Histopathological Images.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021
2020
MCK-ELM: multiple composite kernel extreme learning machine for hyperspectral images.
Neural Comput. Appl., 2020
Semi-supervised sparse representation classifier (<i>S</i><sup>3</sup><i>RC</i>) with deep features on small sample sized hyperspectral images.
Neurocomputing, 2020
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
Feature Extraction with Bidirectional Encoder Representations from Transformers in Hyperspectral Images.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
Classification of Breast Cancer Histopathology Images by Cell-Centered Deep Learning Approach.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Automatic cell segmentation in histopathological images via two-staged superpixel-based algorithms.
Medical Biol. Eng. Comput., 2019
HCKBoost: Hybridized composite kernel boosting with extreme learning machines for hyperspectral image classification.
Neurocomputing, 2019
Use of Spatial Information via Markov and Conditional Random Fields in Histopathological Images.
Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019
Classification of FTIR Spectra of Olive Oil with Features of Variational Mode Decomposition and Wavelet Transform.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019
Proceedings of the Knowledge Science, Engineering and Management, 2019
Pre-trained Classification of Hyperspectral Images Using Denoising Autoencoders and Joint Features.
Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis, 2019
Automatic Nuclei Detection in Histopathological Images based on Convolutional Neural Networks.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019
A Booster Analysis of Extreme Gradient Boosting for Crop Classification using PolSAR Imagery.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019
2018
A Whole Slide Image Grading Benchmark and Tissue Classification for Cervical Cancer Precursor Lesions with Inter-Observer Variability.
CoRR, 2018
Comparing the classification performances of supervised classifiers with balanced and imbalanced SAR data sets.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Textural feature extraction and ensemble of extreme learning machines for hyperspectral image classification.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Classification of tumor regions in histopathological images using convolutional neural networks.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Kernel extreme learning machines for PolSAR image classification using spatial features.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Classification of hyperspectral images with multiple kernel extreme learning machine.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
A Hybrid Method of Superpixel Segmentation Algorithm and Deep Learning Method in Histopathological Image Segmentation.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018
2017
Cell segmentation in histopathological images with deep learning algorithms by utilizing spatial relationships.
Medical Biol. Eng. Comput., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Land use and cover classification of Sentinel-IA SAR imagery: A case study of Istanbul.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Hyperspectral image classification using fuzzy C-means based composite kernel approach.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Graph-based semi-supervised learning with GPU on small sample sized hyperspectral images.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Segmentation of precursor lesions in cervical cancer using convolutional neural networks.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
2016
Hyperspectral image classification using spatial features extracted by fuzzy C-Means and Dirichlet Mixture Model.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
2015
Kernel Fukunaga-Koontz Transform Subspaces for Classification of Hyperspectral Images With Small Sample Sizes.
IEEE Geosci. Remote. Sens. Lett., 2015
Mitosis detection on histopathological images using statistical detection algorithms.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Detection of mitotic cells using completed local binary pattern in histopathological images.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Segmentation of histopathological images with Convolutional Neural Networks using Fourier features.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Multiple instance bagging approach for ensemble learning methods on hyperspectral images.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Combination of sparse and semi-supervised learning for classification of hyperspectral images.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Comparative analysis of codeword representation by clustering methods for the classification of histological tissue types.
Proceedings of the Eighth International Conference on Machine Vision, 2015
2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Fusion and classification of synthetic aparture radar and multispectral sattellite data.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 4th International Conference on Image Processing Theory, 2014
Detection of Churned and Retained Users with Machine Learning Methods for Mobile Applications.
Proceedings of the Design, User Experience, and Usability. User Experience Design for Diverse Interaction Platforms and Environments, 2014
2013
Multiscale local covariance based feature extraction for segmantation of hyperspectral images.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
2D<sup>2</sup>PCA-based hyperspectral image classification with utilization of spatial information.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Breast cancer mitosis detection in histopathological images with spatial feature extraction.
Proceedings of the Sixth International Conference on Machine Vision, 2013
A New Framework for Increasing User Engagement in Mobile Applications Using Machine Learning Techniques.
Proceedings of the Design, User Experience, and Usability. Web, Mobile, and Product Design, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
2011
Segmentation of Hyperspectral Images via Subtractive Clustering and Cluster Validation Using One-Class Support Vector Machines.
IEEE Trans. Geosci. Remote. Sens., 2011
Computerized Classification of Intraductal Breast Lesions Using Histopathological Images.
IEEE Trans. Biomed. Eng., 2011
2008
Unsupervised classification of hyperspectral-image data using fuzzy approaches that spatially exploit membership relations.
IEEE Geosci. Remote. Sens. Lett., 2008
2006
Cardiac problem diagnosis using SPECT images with statistical neural networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2006