Davut Hanbay

Orcid: 0000-0003-2271-7865

According to our database1, Davut Hanbay authored at least 45 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A novel hybrid attention gate based on vision transformer for the detection of surface defects.
Signal Image Video Process., September, 2024

Novel image pixel scrambling technique for efficient color image encryption in resource-constrained IoT devices.
Multim. Tools Appl., September, 2024

ConvNext Mixer-Based Encoder Decoder Method for Nuclei Segmentation in Histopathology Images.
Int. J. Imaging Syst. Technol., 2024

Improving Cell Image Segmentation by Using Isotropic Undecimated Wavelet Transform.
IEEE Access, 2024

2023
Separation of arteries and veins in retinal fundus images with a new CNN architecture.
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.
Signal Image Video Process., June, 2023

Depth-wise Squeeze and Excitation Block-based Efficient-Unet model for surface defect detection.
Vis. Comput., May, 2023

Hybrid 3D/2D Complete Inception Module and Convolutional Neural Network for Hyperspectral Remote Sensing Image Classification.
Neural Process. Lett., April, 2023

Multi-dimensional feature extraction-based deep encoder-decoder network for automatic surface defect detection.
Neural Comput. Appl., February, 2023

3D residual spatial-spectral convolution network for hyperspectral remote sensing image classification.
Neural Comput. Appl., February, 2023

Particle Swarm Optimization-Enhanced Virtual Multicast Trees Embedding in SDNs.
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.
Multim. Tools Appl., November, 2022

PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection.
Signal Image Video Process., 2022

Robust optimization of SegNet hyperparameters for skin lesion segmentation.
Multim. Tools Appl., 2022

Detection of Optic Disc Localization from Retinal Fundus Image Using Optimized Color Space.
J. Digit. Imaging, 2022

Multi-model LSTM-based convolutional neural networks for detection of apple diseases and pests.
J. Ambient Intell. Humaniz. Comput., 2022

Swin-MFINet: Swin transformer based multi-feature integration network for detection of pixel-level surface defects.
Expert Syst. Appl., 2022

2021
A multi-division convolutional neural network-based plant identification system.
PeerJ Comput. Sci., 2021

Texture defect classification with multiple pooling and filter ensemble based on deep neural network.
Expert Syst. Appl., 2021

Retinal blood vessel segmentation using pixel-based feature vector.
Biomed. Signal Process. Control., 2021

Surface Defect Detection Using Deep U-Net Network Architectures.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Classification of Hyperspectral Images Using 3D CNN Based ResNet50.
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.
Soft Comput., 2020

2019
Plant disease and pest detection using deep learning-based features.
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.
Appl. Math. Comput., 2019

Plant Recognition System based on Deep Features and Color-LBP method.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

E-Mail Classification Using Natural Language Processing.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018
Deep learning based brain tumor classification and detection system.
Turkish J. Electr. Eng. Comput. Sci., 2018

2016
Principal curvatures based rotation invariant algorithms for efficient texture classification.
Neurocomputing, 2016

2015
Continuous rotation invariant features for gradient-based texture classification.
Comput. Vis. Image Underst., 2015

Classification of the grape varieties based on leaf recognition by using SVM classifier.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Mean shift based object tracking supported with adaptive Kalman filter.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Classification of breast masses in mammogram images using KNN.
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.
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.
Proceedings of the Sixth International Conference on Machine Vision, 2013

2010
Modeling switched circuits based on wavelet decomposition and neural networks.
J. Frankl. Inst., 2010

2009
Predicting flow conditions over stepped chutes based on ANFIS.
Soft Comput., 2009

Prediction of aeration efficiency on stepped cascades by using least square support vector machines.
Expert Syst. Appl., 2009

An expert system based on least square support vector machines for diagnosis of the valvular heart disease.
Expert Syst. Appl., 2009

Application of least square support vector machines in the prediction of aeration performance of plunging overfall jets from weirs.
Expert Syst. Appl., 2009

An optimum feature extraction method for texture classification.
Expert Syst. Appl., 2009

2008
An expert system based on wavelet decomposition and neural network for modeling Chua's circuit.
Expert Syst. Appl., 2008

Prediction of wastewater treatment plant performance based on wavelet packet decomposition and neural networks.
Expert Syst. Appl., 2008

An expert system for predicting aeration performance of weirs by using ANFIS.
Expert Syst. Appl., 2008

2007
An expert Discrete Wavelet Adaptive Network Based Fuzzy Inference System for digital modulation recognition.
Expert Syst. Appl., 2007


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