Davut Hanbay

According to our database, Davut Hanbay authored at least 41 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Separation of arteries and veins in retinal fundus images with a new CNN architecture.

Buket Toptas, Davut Hanbay

Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023

A key review on security and privacy of big data: issues, challenges, and future research directions.

Doygun Demirol, Resul Das, Davut Hanbay

Signal Image Video Process., June, 2023

Depth-wise Squeeze and Excitation Block-based Efficient-Unet model for surface defect detection.

Hüseyin Üzen, Muammer Turkoglu, Muzaffer Aslan, Davut Hanbay

Vis. Comput., May, 2023

Hybrid 3D/2D Complete Inception Module and Convolutional Neural Network for Hyperspectral Remote Sensing Image Classification.

Hüseyin Firat, Mehmet Emin Asker, Mehmet Ilyas Bayindir, Davut Hanbay

Neural Process. Lett., April, 2023

Multi-dimensional feature extraction-based deep encoder-decoder network for automatic surface defect detection.

Huseyin Uzen, Muammer Turkoglu, Davut Hanbay

Neural Comput. Appl., February, 2023

3D residual spatial-spectral convolution network for hyperspectral remote sensing image classification.

Hüseyin Firat, Mehmet Emin Asker, Mehmet Ilyas Bayindir, Davut Hanbay

Neural Comput. Appl., February, 2023

Particle Swarm Optimization-Enhanced Virtual Multicast Trees Embedding in SDNs.

Evrim Guler, Furkan Ayaz, Murat Karakus, Davut Hanbay

Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2023

2022

A CNN based real-time eye tracker for web mining applications.

Kenan Donuk, Ali Ari, Davut Hanbay

Multim. Tools Appl., November, 2022

PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection.

Muammer Turkoglu, Berrin A. Yanikoglu, Davut Hanbay

Signal Image Video Process., 2022

Robust optimization of SegNet hyperparameters for skin lesion segmentation.

Nurullah Sahin, Nuh Alpaslan, Davut Hanbay

Multim. Tools Appl., 2022

Detection of Optic Disc Localization from Retinal Fundus Image Using Optimized Color Space.

Buket Toptas, Murat Toptas, Davut Hanbay

J. Digit. Imaging, 2022

Multi-model LSTM-based convolutional neural networks for detection of apple diseases and pests.

Muammer Turkoglu, Davut Hanbay, Abdulkadir Sengür

J. Ambient Intell. Humaniz. Comput., 2022

Swin-MFINet: Swin transformer based multi-feature integration network for detection of pixel-level surface defects.

Hüseyin Üzen, Muammer Türkoglu, Berrin A. Yanikoglu, Davut Hanbay

Expert Syst. Appl., 2022

2021

A multi-division convolutional neural network-based plant identification system.

Muammer Turkoglu, Muzaffer Aslan, Ali Ari, Zeynep Mine Alçin, Davut Hanbay

PeerJ Comput. Sci., 2021

Texture defect classification with multiple pooling and filter ensemble based on deep neural network.

Huseyin Uzen, Muammer Turkoglu, Davut Hanbay

Expert Syst. Appl., 2021

Retinal blood vessel segmentation using pixel-based feature vector.

Buket Toptas, Davut Hanbay

Biomed. Signal Process. Control., 2021

Surface Defect Detection Using Deep U-Net Network Architectures.

Hüseyin Üzen, Muammer Türkoglu, Davut Hanbay

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Classification of Hyperspectral Images Using 3D CNN Based ResNet50.

Hüseyin Firat, Davut Hanbay

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

A new artificial bee colony algorithm-based color space for fire/flame detection.

Buket Toptas, Davut Hanbay

Soft Comput., 2020

2019

Plant disease and pest detection using deep learning-based features.

Muammer Turkoglu, Davut Hanbay

Turkish J. Electr. Eng. Comput. Sci., 2019

Recognition of plant leaves: An approach with hybrid features produced by dividing leaf images into two and four parts.

Muammer Turkoglu, Davut Hanbay

Appl. Math. Comput., 2019

Plant Recognition System based on Deep Features and Color-LBP method.

Muammer Turkoglu, Davut Hanbay

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

E-Mail Classification Using Natural Language Processing.

Slhami Sel, Davut Hanbay

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018

Deep learning based brain tumor classification and detection system.

Ali Ari, Davut Hanbay

Turkish J. Electr. Eng. Comput. Sci., 2018

2016

Principal curvatures based rotation invariant algorithms for efficient texture classification.

Kazim Hanbay, Nuh Alpaslan, Muhammed Fatih Talu, Davut Hanbay

Neurocomputing, 2016

2015

Continuous rotation invariant features for gradient-based texture classification.

Kazim Hanbay, Nuh Alpaslan, Muhammed Fatih Talu, Davut Hanbay, Ali Karci, Adnan Fatih Kocamaz

Comput. Vis. Image Underst., 2015

Classification of the grape varieties based on leaf recognition by using SVM classifier.

Muammer Turkoglu, Davut Hanbay

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Mean shift based object tracking supported with adaptive Kalman filter.

Mehmet Murat Turhan, Davut Hanbay

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Classification of breast masses in mammogram images using KNN.

Nuh Alpaslan, Asuman Kara, Busra Zencir, Davut Hanbay

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

A novel texture classification method based on Hessian matrix and principal curvatures.

Nuh Alpaslan, Kazim Hanbay, Davut Hanbay, Muhammed Fatih Talu

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013

Determining noise performance of co-occurrence GMuLBP on object detection task.

Nuh Alpaslan, Mehmet Murat Turhan, Davut Hanbay

Proceedings of the Sixth International Conference on Machine Vision, 2013

2010

Modeling switched circuits based on wavelet decomposition and neural networks.

Davut Hanbay, Ibrahim Türkoglu, Yakup Demir

J. Frankl. Inst., 2010

2009

Predicting flow conditions over stepped chutes based on ANFIS.

Davut Hanbay, Ahmet Baylar, Emrah Ozpolat

Soft Comput., 2009

Prediction of aeration efficiency on stepped cascades by using least square support vector machines.

Davut Hanbay, Ahmet Baylar, Murat Batan

Expert Syst. Appl., 2009

An expert system based on least square support vector machines for diagnosis of the valvular heart disease.

Davut Hanbay

Expert Syst. Appl., 2009

Application of least square support vector machines in the prediction of aeration performance of plunging overfall jets from weirs.

Ahmet Baylar, Davut Hanbay, Murat Batan

Expert Syst. Appl., 2009

An optimum feature extraction method for texture classification.

Engin Avci, Abdulkadir Sengür, Davut Hanbay

Expert Syst. Appl., 2009

2008

An expert system based on wavelet decomposition and neural network for modeling Chua's circuit.

Davut Hanbay, Ibrahim Türkoglu, Yakup Demir

Expert Syst. Appl., 2008

Prediction of wastewater treatment plant performance based on wavelet packet decomposition and neural networks.

Davut Hanbay, Ibrahim Türkoglu, Yakup Demir

Expert Syst. Appl., 2008

An expert system for predicting aeration performance of weirs by using ANFIS.

Ahmet Baylar, Davut Hanbay, Emrah Ozpolat

Expert Syst. Appl., 2008

2007

An expert Discrete Wavelet Adaptive Network Based Fuzzy Inference System for digital modulation recognition.

Engin Avci, Davut Hanbay, Asaf Varol

Expert Syst. Appl., 2007