Murat Ceylan

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 28

Top Topics

Texture Analysis

Top Venues

Multim. Tools Appl.

Traitement du Signal

Publications

Mücahit Cihan, Murat Ceylan
IRSN: Involutional Residual Spectral Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Ahmet Haydar Ornek, Murat Ceylan
HayCAMJ: A new method to uncover the importance of main filter for small objects in explainable artificial intelligence. Neural Comput. Appl. 36 (18) (2024)
Hüseyin Yasar, Murat Ceylan, Hakan Cebeci, Abidin Kilinçer, Fikret Kanat, Mustafa Koplay
A novel study to increase the classification parameters on automatic three-class COVID-19 classification from CT images, including cases from Turkey. J. Exp. Theor. Artif. Intell. 36 (4) (2024)
Hüseyin Yasar, Murat Ceylan
Deep Learning-Based Approaches to Improve Classification Parameters for Diagnosing COVID-19 from CT Images. Cogn. Comput. 16 (4) (2024)
Mehmet Celalettin Ergene, Ahmet Bayrak, Mahmut Çevik, Murat Ceylan
Evaluation of Deep Learning Models for Lower Extremity Muscle Segmentation in Thermal Imaging. AIIIMA@MICCAI (2023)
Mahmut Çevik, Murat Ceylan
Performance Evaluation of Convolutional Segmentation Models with Human Hand Thermal Images (H2TI) Dataset. AIIIMA@MICCAI (2023)
Hüseyin Yasar, Murat Ceylan
A novel study for automatic two-class COVID-19 diagnosis (between COVID-19 and Healthy, Pneumonia) on X-ray images using texture analysis and 2-D/3-D convolutional neural networks. Multim. Syst. 29 (6) (2023)
Fatih Mehmet Senalp, Batuhan Orhan, Murat Ceylan
Cloud environment-based super resolution application for thermal images using the new approach TSRGAN+ model. Multim. Tools Appl. 82 (12) (2023)
Ahmet Haydar Ornek, Murat Ceylan
Medical thermograms' classification using deep transfer learning models and methods. Multim. Tools Appl. 81 (7) (2022)
Fatih Mehmet Senalp, Murat Ceylan
Effects of the deep learning-based super-resolution method on thermal image classification applications. Multim. Tools Appl. 81 (7) (2022)
Saim Ervural, Murat Ceylan
Classification of neonatal diseases with limited thermal Image data. Multim. Tools Appl. 81 (7) (2022)
Dilruba Topcuoglu, Berat Utkan Mentes, Nur Askin, Ayse Damla Sengul, Zeynep Deniz Cankut, Talip Akdemir, Murat Ayvaz, Elif Kurt, Ozge Erdohan, Tumay Temiz, Murat Ceylan
Using Convolutional Neural Networks for Detecting Acrylamide in Biscuit Manufacturing Process. DATA (2022)
Saim Ervural, Murat Ceylan
Convolutional Neural Networks-Based Approach to Detect Neonatal Respiratory System Anomalies with Limited Thermal Image. Traitement du Signal 38 (2) (2021)
Fatih M. Senalp, Murat Ceylan
Deep Learning Based Super Resolution and Classification Applications for Neonatal Thermal Images. Traitement du Signal 38 (5) (2021)
Mücahit Cihan, Murat Ceylan
Comparison of Linear Discriminant Analysis, Support Vector Machines and Naive Bayes Methods in the Classification of Neonatal Hyperspectral Signatures. SIU (2021)
Hüseyin Yasar, Murat Ceylan
A novel comparative study for detection of Covid-19 on CT lung images using texture analysis, machine learning, and deep learning methods. Multim. Tools Appl. 80 (4) (2021)
Ahmet Haydar Örnek, Murat Ceylan
Explainable Artificial Intelligence (XAI): Classification of Medical Thermal Images of Neonates Using Class Activation Maps. Traitement du Signal 38 (5) (2021)
Hüseyin Yasar, Murat Ceylan
A new deep learning pipeline to detect Covid-19 on chest X-ray images using local binary pattern, dual tree complex wavelet transform and convolutional neural networks. Appl. Intell. 51 (5) (2021)
Ahmet Haydar Örnek, Murat Ceylan
Classification of Medical Thermograms using Transfer Learning. SIU (2020)
Ahmet Haydar Ornek, Saim Ervural, Murat Ceylan, Murat Konak, Hanifi Soylu, Duygu Savasci
Classification of Medical Thermograms Belonging Neonates by Using Segmentation, Feature Engineering and Machine Learning Algorithms. Traitement du Signal 37 (4) (2020)
Ahmet Haydar Örnek, Murat Ceylan
Explainable Features in Classification of Neonatal Thermograms. SIU (2020)
Ahmet Haydar Ornek, Murat Ceylan
Comparison of Traditional Transformations for Data Augmentation in Deep Learning of Medical Thermography. TSP (2019)
Saim Ervural, Murat Ceylan
Increasing lesion specificity with fusion of manually and automatically segmented liver MR images. SIU (2018)
Duygu Savasci, Murat Ceylan
Thermal image analysis for neonatal intensive care units (First evaluation results). SIU (2018)
Saim Ervural, Murat Ceylan
Determination of benign and malign lesions by fusion of the different phases of liver MR. SIU (2017)
Turev Sarikurt, Murat Ceylan, Abdulkadir Baliikçi
A parametric battery state of health estimation method for electric vehicle applications. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Hüseyin Yasar, Murat Ceylan
New approaches based on real and complex forms of ripplet-I transform for image analysis. SIU (2016)
Hüseyin Yasar, Murat Ceylan
A new method for extraction of image's features: Complex discrete Ripplet-II transform. SIU (2016)
Ayse Elif Ozturk, Murat Ceylan
Fusion and ANN based classification of liver focal lesions using phases in magnetic resonance imaging. ISBI (2015)
Hüseyin Yasar, Murat Ceylan
Investigation of image representation and denoising performances of real and complex valued fast finite shearlet transform. SIU (2015)
Turev Sarikurt, Murat Ceylan, Abdulkadir Balikci
An analytical battery state of health estimation method. ISIE (2014)
Murat Ceylan, Turev Sarikurt, Abdulkadir Balikci
A novel Lithium-Ion-Polymer battery model for hybrid/electric vehicles. ISIE (2014)
Murat Ceylan, Ayse Elif Ozturk
Determining the number of tetrominoe orders for denoising applications performed by Tetrolet transform. SIU (2014)
Murat Ceylan, Hüseyin Yasar
Blood vessel extraction from retinal images using Complex Wavelet Transform and Complex-Valued Artificial Neural Network. TSP (2013)
Rachid Jennane, Gabriel Aufort, Claude Laurent Benhamou, Murat Ceylan, Yüksel Özbay, Osman N. Uçan
A New Method for 3D Thinning of Hybrid Shaped Porous Media Using Artificial Intelligence. Application to Trabecular Bone. J. Medical Syst. 36 (2) (2012)
Rahime Ceylan, Murat Ceylan, Yüksel Özbay, Sadik Kara
Corrigendum to "Fuzzy clustering complex-valued neural network to diagnose cirrhosis disease" [Expert Systems with Applications 38 (2011) 9744-9751]. Expert Syst. Appl. 38 (12) (2011)
Rahime Ceylan, Murat Ceylan, Yüksel Özbay, Sadik Kara
Fuzzy clustering complex-valued neural network to diagnose cirrhosis disease. Expert Syst. Appl. 38 (8) (2011)
Murat Ceylan, Rahime Ceylan, Yüksel Özbay, Sadik Kara
Application of complex discrete wavelet transform in classification of Doppler signals using complex-valued artificial neural network. Artif. Intell. Medicine 44 (1) (2008)
Murat Ceylan, Rahime Ceylan, Fatma Dirgenali, Sadik Kara, Yüksel Özbay
Classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network. Comput. Biol. Medicine 37 (1) (2007)
Yüksel Özbay, Murat Ceylan
Effects of window types on classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network. Comput. Biol. Medicine 37 (3) (2007)
Yüksel Özbay, Sadik Kara, Fatma Latifoglu, Rahime Ceylan, Murat Ceylan
Complex-valued wavelet artificial neural network for Doppler signals classifying. Artif. Intell. Medicine 40 (2) (2007)
Murat Ceylan, Nurettin Çetinkaya, Rahime Ceylan, Yüksel Özbay
Comparison of Complex-Valued Neural Network and Fuzzy Clustering Complex-Valued Neural Network for Load-Flow Analysis. TAINN (2005)