İSTE Yazarı "Kutlu, Yakup" Makale Koleksiyonu İçin Listeleme
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Bul-Tak Oyuncağı Şekillerinin Klasik Görüntü İşleme ve Derin Öğrenme Yöntemleri ile Tespiti
Dersuneli, Mehmet; Gündüz, Taner; Kutlu, Yakup (Bitlis Eren Üniversitesi, 2021)Bilgisayar görme algoritmaları, teknolojinin ilerlemesiyle daha kullanılır hale gelmektedir. Klasik yöntemler olan görüntü işleme ve makine öğrenmesi algoritmaları ile yapılan bilgisayarlı görü uygulamaları halen kullanılsa ... -
Chronic obstructive pulmonary disease severity analysis using deep learning on multi-channel lung sounds
Altan, Gökhan; Kutlu, Yakup; Gökçen, Ahmet (Türkiye Klinikleri, 2020)Chronic obstructive pulmonary disease (COPD) is one of the deadliest diseases which cannot be treated but can be kept under control in certain stages. COPD has five severities, including at-risk, mild, moderate, severe, ... -
Deep Learning on Computerized Analysis of Chronic Obstructive Pulmonary Disease
Altan, Gökhan; Kutlu, Yakup; Allahverdi, Novruz (Institute of Electrical and Electronics Engineers Inc., 2020)Goal: Chronic obstructive pulmonary disease (COPD) is one of the deadliest diseases in the world. Because COPD is an incurable disease and requires considerable time to be diagnosed even by an experienced specialist, it ... -
Deep learning with 3D-second order difference plot on respiratory sounds
Altan, Gökhan; Kutlu, Yakup; Pekmezci, Adnan Özhan; Nural, Serkan (Elsevier, 2018)The second order difference plot (SODP) is a nonlinear signal analysis method that visualizes two consecutive data points for many types of biomedical signals. The proposed method is based on analysing quantization of ... -
Deep Learning with ConvNet Predicts Imagery Tasks Through EEG
Altan, Gökhan; Yayık, Apdullah; Kutlu, Yakup (Springer, 2021)Deep learning with convolutional neural networks (ConvNets) has dramatically improved the learning capabilities of computer vision applications just through considering raw data without any prior feature extraction. Nowadays, ... -
ECG based human identification using Second Order Difference Plots
Altan, Gökhan; Kutlu, Yakup; Yeniad, Mustafa (Elsevier, 2019)Background and objective: ECG is one of the biometric signals that has been studied in peer-reviewed over past years. The developments on the signal analysis methods show that the studies on the ECG would continue unabatedly. ... -
Kablosuz algılayıcı ağlar için yeni bir dinamik baz istasyonu konumlandırma yöntemi
Tohma, Kadir; Kutlu, Yakup; Turgut, İpek Abasıkeleş (Pamukkale Üniversitesi, 2017)Kablosuz algılayıcı ağlarda(KAA) düğümlerin nasıl ve ne şekilde haberleşeceklerinin yanı sıra baz istasyonu konumlandırması da ağın enerji verimli olması, ağ yaşam süresinin uzatılması ve bunlara bağlı olarak gönderilecek ... -
LU triangularization extreme learning machine in EEG cognitive task classification
Kutlu, Yakup; Yayık, Apdullah; Yıldırım, Esen; Yıldırım, Serdar (Springer, 2019)Electroencephalography (EEG) has been used as a promising tool for investigation of brain activity during cognitive processes. The aim of this study is to reveal whether EEG signals can be used for classifying cognitive ... -
Multi-Stage Fish Classification System Using Morphometry
Kutlu, Yakup; İşçimen, Bilal; Turan, Cemal (Parlar Scientific Publications (PSP), 2017)The aim of this study is to create a multi-stage fish classification system with high accuracy rate. Classifications are based on biometric points of the fishes that consists of three main phases, data acquisition, feature ... -
A new approach to early diagnosis of congestive heart failure disease by using Hilbert-Huang transform
Altan, Gökhan; Kutlu, Yakup; Allahverdi, Novruz (Elsevier Ireland Ltd., 2016)Congestive heart failure (CHF) is a degree of cardiac disease occurring as a result of the heart's inability to pump enough blood for the human body. In recent studies, coronary artery disease (CAD) is accepted as the most ... -
Parameter Selection in Elliptical Fourier Series for Leaf Classification
Atasoy, Hüseyin; Kutlu, Yakup (Dokuz Eylül Üniversitesi, 2022)Elliptical Fourier series method is a relatively old but powerful method in contour analysis. We have previously implemented this method as a module for a computer program called “BioMorph”. There are two significant ... -
A Real-Time Parallel Image Processing Approach on Regular PCs with Multi-Core CPUs
Atasoy, Hüseyin; Yıldırım, Esen; Yıldırım, Serdar; Kutlu, Yakup (Kauno Technologijos Universitetas, 2017)In this paper a parallel image processing and frame rate stabilization approach is proposed. This approach works on a regular PC with a multi-core CPU. It is implemented under. NET Framework and tested on Microsoft Windows ... -
Sentiment Analysis in Turkish Question Answering Systems: An Application of Human-Robot Interaction
Tohma, Kadir; Okur, Halil İbrahim; Kutlu, Yakup; Sertbaş, Ahmet (Institute of Electrical and Electronics Engineers Inc., 2023)The use of the sentiment analysis technique, which aims to extract emotions and thoughts from texts, has become a remarkable research topic today, where the importance of human-robot interaction is gradually increasing. ... -
Smart Robot Arm Motion Using Computer Vision
İşçimen, Bilal; Atasoy, Hüseyin; Kutlu, Yakup; Yıldırım, Serdar; Yıldırım, Esen (Kaunas University of Technology, 2015)In this study computer vision and robot arm are used together to design a smart robot arm system which can identify objects from images automatically and perform given tasks. A serving robot application, in which specific ... -
Yaprak Sınıflandırmak için Yeni Bir Evrişimli Sinir Ağı Modeli Geliştirilmesi
Camgözlü, Yunus; Kutlu, Yakup (Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi, 2021)Doğanın bir parçası olan bitkiler çevremize güzellik katmanın yanı sıra alternatif tıp gibi farklı sebep için de kullanılmaktadır. Bu gibi uzmanlık gerektiren durumlarda halk arasında yayılan yanlış bilgilerle zehirli ...