Davut Hanbay

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 30

Top Topics

Convolutional Neural Network

Principal Curvatures

Top Venues

Signal Image Video Process.

Multim. Tools Appl.

Expert Syst. Appl.

Publications

Hüseyin Üzen, Muammer Turkoglu, Dursun Öztürk, Davut Hanbay
A novel hybrid attention gate based on vision transformer for the detection of surface defects. Signal Image Video Process. 18 (10) (2024)
Doygun Demirol, Resul Das, Davut Hanbay
A key review on security and privacy of big data: issues, challenges, and future research directions. Signal Image Video Process. 17 (4) (2023)
Evrim Guler, Furkan Ayaz, Murat Karakus, Davut Hanbay
Particle Swarm Optimization-Enhanced Virtual Multicast Trees Embedding in SDNs. BlackSeaCom (2023)
Hüseyin Firat, Mehmet Emin Asker, Mehmet Ilyas Bayindir, Davut Hanbay
Hybrid 3D/2D Complete Inception Module and Convolutional Neural Network for Hyperspectral Remote Sensing Image Classification. Neural Process. Lett. 55 (2) (2023)
Buket Toptas, Davut Hanbay
Separation of arteries and veins in retinal fundus images with a new CNN architecture. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (4) (2023)
Hüseyin Üzen, Muammer Turkoglu, Muzaffer Aslan, Davut Hanbay
Depth-wise Squeeze and Excitation Block-based Efficient-Unet model for surface defect detection. Vis. Comput. 39 (5) (2023)
Huseyin Uzen, Muammer Turkoglu, Davut Hanbay
Multi-dimensional feature extraction-based deep encoder-decoder network for automatic surface defect detection. Neural Comput. Appl. 35 (4) (2023)
Hüseyin Firat, Mehmet Emin Asker, Mehmet Ilyas Bayindir, Davut Hanbay
3D residual spatial-spectral convolution network for hyperspectral remote sensing image classification. Neural Comput. Appl. 35 (6) (2023)
Muammer Turkoglu, Davut Hanbay, Abdulkadir Sengür
Multi-model LSTM-based convolutional neural networks for detection of apple diseases and pests. J. Ambient Intell. Humaniz. Comput. 13 (7) (2022)
Kenan Donuk, Ali Ari, Davut Hanbay
A CNN based real-time eye tracker for web mining applications. Multim. Tools Appl. 81 (27) (2022)
Hüseyin Üzen, Muammer Türkoglu, Berrin A. Yanikoglu, Davut Hanbay
Swin-MFINet: Swin transformer based multi-feature integration network for detection of pixel-level surface defects. Expert Syst. Appl. 209 (2022)
Buket Toptas, Murat Toptas, Davut Hanbay
Detection of Optic Disc Localization from Retinal Fundus Image Using Optimized Color Space. J. Digit. Imaging 35 (2) (2022)
Nurullah Sahin, Nuh Alpaslan, Davut Hanbay
Robust optimization of SegNet hyperparameters for skin lesion segmentation. Multim. Tools Appl. 81 (25) (2022)
Muammer Turkoglu, Berrin A. Yanikoglu, Davut Hanbay
PlantDiseaseNet: convolutional neural network ensemble for plant disease and pest detection. Signal Image Video Process. 16 (2) (2022)
Hüseyin Üzen, Muammer Türkoglu, Davut Hanbay
Surface Defect Detection Using Deep U-Net Network Architectures. SIU (2021)
Buket Toptas, Davut Hanbay
Retinal blood vessel segmentation using pixel-based feature vector. Biomed. Signal Process. Control. 70 (2021)
Muammer Turkoglu, Muzaffer Aslan, Ali Ari, Zeynep Mine Alçin, Davut Hanbay
A multi-division convolutional neural network-based plant identification system. PeerJ Comput. Sci. 7 (2021)
Huseyin Uzen, Muammer Turkoglu, Davut Hanbay
Texture defect classification with multiple pooling and filter ensemble based on deep neural network. Expert Syst. Appl. 175 (2021)
Hüseyin Firat, Davut Hanbay
Classification of Hyperspectral Images Using 3D CNN Based ResNet50. SIU (2021)
Buket Toptas, Davut Hanbay
A new artificial bee colony algorithm-based color space for fire/flame detection. Soft Comput. 24 (14) (2020)
Slhami Sel, Davut Hanbay
E-Mail Classification Using Natural Language Processing. SIU (2019)
Muammer Turkoglu, Davut Hanbay
Plant disease and pest detection using deep learning-based features. Turkish J. Electr. Eng. Comput. Sci. 27 (3) (2019)
Muammer Turkoglu, Davut Hanbay
Plant Recognition System based on Deep Features and Color-LBP method. SIU (2019)
Muammer Turkoglu, Davut Hanbay
Recognition of plant leaves: An approach with hybrid features produced by dividing leaf images into two and four parts. Appl. Math. Comput. 352 (2019)
Ali Ari, Davut Hanbay
Deep learning based brain tumor classification and detection system. Turkish J. Electr. Eng. Comput. Sci. 26 (5) (2018)
Kazim Hanbay, Nuh Alpaslan, Muhammed Fatih Talu, Davut Hanbay
Principal curvatures based rotation invariant algorithms for efficient texture classification. Neurocomputing 199 (2016)
Nuh Alpaslan, Asuman Kara, Busra Zencir, Davut Hanbay
Classification of breast masses in mammogram images using KNN. SIU (2015)
Muammer Turkoglu, Davut Hanbay
Classification of the grape varieties based on leaf recognition by using SVM classifier. SIU (2015)
Kazim Hanbay, Nuh Alpaslan, Muhammed Fatih Talu, Davut Hanbay, Ali Karci, Adnan Fatih Kocamaz
Continuous rotation invariant features for gradient-based texture classification. Comput. Vis. Image Underst. 132 (2015)
Mehmet Murat Turhan, Davut Hanbay
Mean shift based object tracking supported with adaptive Kalman filter. SIU (2015)
Nuh Alpaslan, Kazim Hanbay, Davut Hanbay, Muhammed Fatih Talu
A novel texture classification method based on Hessian matrix and principal curvatures. SIU (2014)
Nuh Alpaslan, Mehmet Murat Turhan, Davut Hanbay
Determining noise performance of co-occurrence GMuLBP on object detection task. ICMV (2013)
Davut Hanbay, Ibrahim Türkoglu, Yakup Demir
Modeling switched circuits based on wavelet decomposition and neural networks. J. Frankl. Inst. 347 (3) (2010)
Davut Hanbay, Ahmet Baylar, Murat Batan
Prediction of aeration efficiency on stepped cascades by using least square support vector machines. Expert Syst. Appl. 36 (3) (2009)
Davut Hanbay
An expert system based on least square support vector machines for diagnosis of the valvular heart disease. Expert Syst. Appl. 36 (3) (2009)
Davut Hanbay, Ahmet Baylar, Emrah Ozpolat
Predicting flow conditions over stepped chutes based on ANFIS. Soft Comput. 13 (7) (2009)
Ahmet Baylar, Davut Hanbay, Murat Batan
Application of least square support vector machines in the prediction of aeration performance of plunging overfall jets from weirs. Expert Syst. Appl. 36 (4) (2009)
Engin Avci, Abdulkadir Sengür, Davut Hanbay
An optimum feature extraction method for texture classification. Expert Syst. Appl. 36 (3) (2009)
Ahmet Baylar, Davut Hanbay, Emrah Ozpolat
An expert system for predicting aeration performance of weirs by using ANFIS. Expert Syst. Appl. 35 (3) (2008)
Davut Hanbay, Ibrahim Türkoglu, Yakup Demir
Prediction of wastewater treatment plant performance based on wavelet packet decomposition and neural networks. Expert Syst. Appl. 34 (2) (2008)
Davut Hanbay, Ibrahim Türkoglu, Yakup Demir
An expert system based on wavelet decomposition and neural network for modeling Chua's circuit. Expert Syst. Appl. 34 (4) (2008)
Engin Avci, Davut Hanbay, Asaf Varol
An expert Discrete Wavelet Adaptive Network Based Fuzzy Inference System for digital modulation recognition. Expert Syst. Appl. 33 (3) (2007)